Dataset statistics
| Number of variables | 54 |
|---|---|
| Number of observations | 5527754 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 2.8 GiB |
| Average record size in memory | 548.3 B |
Variable types
| Numeric | 24 |
|---|---|
| Categorical | 30 |
BoolBridle has constant value "0" | Constant |
Town has a high cardinality: 1884 distinct values | High cardinality |
PipeId is highly overall correlated with AutonomÃa_Cataluña | High correlation |
No_Inspections is highly overall correlated with gas_natural | High correlation |
Probability_rate is highly overall correlated with preventive_maintenance_rate and 5 other fields | High correlation |
preventive_maintenance_rate is highly overall correlated with Probability_rate and 5 other fields | High correlation |
Age_pipe_at_inspection is highly overall correlated with YearBuilt | High correlation |
Average_MonthsLastRev is highly overall correlated with MonthsLastRev | High correlation |
MonthsLastRev is highly overall correlated with Average_MonthsLastRev | High correlation |
relative_risk is highly overall correlated with Probability_rate and 4 other fields | High correlation |
average_severity_pipe is highly overall correlated with Probability_rate and 2 other fields | High correlation |
YearBuilt is highly overall correlated with Age_pipe_at_inspection | High correlation |
Diameter is highly overall correlated with Relative_Thickness and 1 other fields | High correlation |
Length is highly overall correlated with NumConnections and 3 other fields | High correlation |
Pressure is highly overall correlated with aspect and 4 other fields | High correlation |
NumConnections is highly overall correlated with Length and 3 other fields | High correlation |
aspect is highly overall correlated with Pressure and 3 other fields | High correlation |
Relative_Thickness is highly overall correlated with Diameter and 4 other fields | High correlation |
pipe_area is highly overall correlated with Length and 2 other fields | High correlation |
area_connection is highly overall correlated with NumConnections | High correlation |
Diameter2 is highly overall correlated with Diameter and 1 other fields | High correlation |
Length2 is highly overall correlated with Length and 2 other fields | High correlation |
Pressure2 is highly overall correlated with Pressure and 2 other fields | High correlation |
TownCount is highly overall correlated with Province and 2 other fields | High correlation |
No_Incidents is highly overall correlated with Probability_rate and 3 other fields | High correlation |
Incidence is highly overall correlated with Probability_rate and 4 other fields | High correlation |
connection_bool is highly overall correlated with Length and 1 other fields | High correlation |
Severity_low is highly overall correlated with Probability_rate and 2 other fields | High correlation |
gas_natural is highly overall correlated with No_Inspections | High correlation |
Material_Acrylonitrile-Butadiene-Styrene is highly overall correlated with Pressure and 1 other fields | High correlation |
Material_Polyethylene is highly overall correlated with Pressure and 1 other fields | High correlation |
Province is highly overall correlated with TownCount and 10 other fields | High correlation |
AutonomÃa_AndalucÃa is highly overall correlated with Province | High correlation |
AutonomÃa_Aragón is highly overall correlated with Province | High correlation |
AutonomÃa_Castilla y León is highly overall correlated with Province | High correlation |
AutonomÃa_Castilla-La Mancha is highly overall correlated with Province | High correlation |
AutonomÃa_Cataluña is highly overall correlated with PipeId and 1 other fields | High correlation |
AutonomÃa_Comunidad Valenciana is highly overall correlated with Province | High correlation |
AutonomÃa_Galicia is highly overall correlated with Province | High correlation |
AutonomÃa_Madrid (Comunidad de) is highly overall correlated with TownCount and 2 other fields | High correlation |
AutonomÃa_Rioja (La) is highly overall correlated with Province | High correlation |
Madrid is highly overall correlated with TownCount and 2 other fields | High correlation |
No_Incidents is highly imbalanced (97.7%) | Imbalance |
Incidence is highly imbalanced (98.5%) | Imbalance |
NumConnectionsUnder is highly imbalanced (99.9%) | Imbalance |
Severity_high is highly imbalanced (99.8%) | Imbalance |
Severity_medium is highly imbalanced (99.7%) | Imbalance |
Severity_low is highly imbalanced (98.8%) | Imbalance |
gas_natural is highly imbalanced (87.1%) | Imbalance |
Material_Acrylonitrile-Butadiene-Styrene is highly imbalanced (64.1%) | Imbalance |
Material_Copper is highly imbalanced (97.6%) | Imbalance |
Material_Fiberglass-Reinforced Plastic is highly imbalanced (86.0%) | Imbalance |
Material_Polyethylene is highly imbalanced (54.9%) | Imbalance |
Material_Polypropylene is highly imbalanced (96.7%) | Imbalance |
AutonomÃa_AndalucÃa is highly imbalanced (56.7%) | Imbalance |
AutonomÃa_Aragón is highly imbalanced (96.0%) | Imbalance |
AutonomÃa_Balears (Illes) is highly imbalanced (98.7%) | Imbalance |
AutonomÃa_Castilla y León is highly imbalanced (58.2%) | Imbalance |
AutonomÃa_Castilla-La Mancha is highly imbalanced (64.8%) | Imbalance |
AutonomÃa_Extremadura is highly imbalanced (98.9%) | Imbalance |
AutonomÃa_Galicia is highly imbalanced (64.4%) | Imbalance |
AutonomÃa_Madrid (Comunidad de) is highly imbalanced (55.3%) | Imbalance |
AutonomÃa_Navarra (Comunidad Foral de) is highly imbalanced (99.8%) | Imbalance |
AutonomÃa_Rioja (La) is highly imbalanced (89.4%) | Imbalance |
Madrid is highly imbalanced (65.8%) | Imbalance |
Probability_rate is highly skewed (γ1 = 22.60196822) | Skewed |
average_severity_pipe is highly skewed (γ1 = -27.16596007) | Skewed |
aspect is highly skewed (γ1 = 1145.0382) | Skewed |
area_connection is highly skewed (γ1 = 465.9658633) | Skewed |
incidence_area is highly skewed (γ1 = 451.9992111) | Skewed |
Probability_rate has 5495997 (99.4%) zeros | Zeros |
preventive_maintenance_rate has 5495997 (99.4%) zeros | Zeros |
relative_risk has 5495997 (99.4%) zeros | Zeros |
NumConnections has 3452531 (62.5%) zeros | Zeros |
area_connection has 3452531 (62.5%) zeros | Zeros |
incidence_area has 5519945 (99.9%) zeros | Zeros |
Reproduction
| Analysis started | 2023-02-17 17:51:24.903642 |
|---|---|
| Analysis finished | 2023-02-17 18:21:08.942137 |
| Duration | 29 minutes and 44.04 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
PipeId
Real number (ℝ)
| Distinct | 1239294 |
|---|---|
| Distinct (%) | 22.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.0363602 × 108 |
| Minimum | 489616 |
|---|---|
| Maximum | 4.5199531 × 108 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 42.2 MiB |
Quantile statistics
| Minimum | 489616 |
|---|---|
| 5-th percentile | 12108374 |
| Q1 | 1.335693 × 108 |
| median | 1.9030265 × 108 |
| Q3 | 2.9861368 × 108 |
| 95-th percentile | 3.9845461 × 108 |
| Maximum | 4.5199531 × 108 |
| Range | 4.5150569 × 108 |
| Interquartile range (IQR) | 1.6504437 × 108 |
Descriptive statistics
| Standard deviation | 1.1442596 × 108 |
|---|---|
| Coefficient of variation (CV) | 0.56191416 |
| Kurtosis | -0.74810132 |
| Mean | 2.0363602 × 108 |
| Median Absolute Deviation (MAD) | 94305870 |
| Skewness | -0.084886108 |
| Sum | 1.1256498 × 1015 |
| Variance | 1.3093301 × 1016 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 388050077 | 14 | < 0.1% |
| 387643872 | 14 | < 0.1% |
| 387044586 | 14 | < 0.1% |
| 384036391 | 14 | < 0.1% |
| 258601675 | 14 | < 0.1% |
| 294881473 | 14 | < 0.1% |
| 258601692 | 14 | < 0.1% |
| 384036104 | 14 | < 0.1% |
| 307722970 | 14 | < 0.1% |
| 388235914 | 14 | < 0.1% |
| Other values (1239284) | 5527614 |
| Value | Count | Frequency (%) |
| 489616 | 5 | |
| 489645 | 5 | |
| 489780 | 5 | |
| 489790 | 5 | |
| 489792 | 5 | |
| 489793 | 5 | |
| 489981 | 5 | |
| 489982 | 5 | |
| 489996 | 5 | |
| 490308 | 4 |
| Value | Count | Frequency (%) |
| 451995309 | 4 | |
| 451995260 | 4 | |
| 451995254 | 2 | |
| 451195406 | 3 | |
| 451195391 | 4 | |
| 451195364 | 3 | |
| 451195284 | 4 | |
| 451194879 | 4 | |
| 451194601 | 4 | |
| 451194531 | 4 |
No_Inspections
Real number (ℝ)
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.8998146 |
| Minimum | 1 |
|---|---|
| Maximum | 11 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 42.2 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 5 |
| median | 5 |
| Q3 | 5 |
| 95-th percentile | 6 |
| Maximum | 11 |
| Range | 10 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.0456331 |
|---|---|
| Coefficient of variation (CV) | 0.21340259 |
| Kurtosis | 4.9956389 |
| Mean | 4.8998146 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.77505844 |
| Sum | 27084970 |
| Variance | 1.0933487 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 3460902 | |
| 6 | 1044568 | 18.9% |
| 4 | 432360 | 7.8% |
| 3 | 272844 | 4.9% |
| 2 | 201846 | 3.7% |
| 1 | 55048 | 1.0% |
| 7 | 27790 | 0.5% |
| 10 | 15900 | 0.3% |
| 8 | 5834 | 0.1% |
| 9 | 5572 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 55048 | 1.0% |
| 2 | 201846 | 3.7% |
| 3 | 272844 | 4.9% |
| 4 | 432360 | 7.8% |
| 5 | 3460902 | |
| 6 | 1044568 | 18.9% |
| 7 | 27790 | 0.5% |
| 8 | 5834 | 0.1% |
| 9 | 5572 | 0.1% |
| 10 | 15900 | 0.3% |
| Value | Count | Frequency (%) |
| 11 | 5090 | 0.1% |
| 10 | 15900 | 0.3% |
| 9 | 5572 | 0.1% |
| 8 | 5834 | 0.1% |
| 7 | 27790 | 0.5% |
| 6 | 1044568 | 18.9% |
| 5 | 3460902 | |
| 4 | 432360 | 7.8% |
| 3 | 272844 | 4.9% |
| 2 | 201846 | 3.7% |
No_Incidents
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 316.3 MiB |
| 0.0 | |
|---|---|
| 1.0 | 29763 |
| 2.0 | 1888 |
| 3.0 | 94 |
| 4.0 | 12 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 16583262 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 5495997 | |
| 1.0 | 29763 | 0.5% |
| 2.0 | 1888 | < 0.1% |
| 3.0 | 94 | < 0.1% |
| 4.0 | 12 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 5495997 | |
| 1.0 | 29763 | 0.5% |
| 2.0 | 1888 | < 0.1% |
| 3.0 | 94 | < 0.1% |
| 4.0 | 12 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 11023751 | |
| . | 5527754 | |
| 1 | 29763 | 0.2% |
| 2 | 1888 | < 0.1% |
| 3 | 94 | < 0.1% |
| 4 | 12 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 11055508 | |
| Other Punctuation | 5527754 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 11023751 | |
| 1 | 29763 | 0.3% |
| 2 | 1888 | < 0.1% |
| 3 | 94 | < 0.1% |
| 4 | 12 | < 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 5527754 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 16583262 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 11023751 | |
| . | 5527754 | |
| 1 | 29763 | 0.2% |
| 2 | 1888 | < 0.1% |
| 3 | 94 | < 0.1% |
| 4 | 12 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 16583262 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 11023751 | |
| . | 5527754 | |
| 1 | 29763 | 0.2% |
| 2 | 1888 | < 0.1% |
| 3 | 94 | < 0.1% |
| 4 | 12 | < 0.1% |
InspectionYear
Real number (ℝ)
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2015.5875 |
| Minimum | 2010 |
|---|---|
| Maximum | 2021 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 42.2 MiB |
Quantile statistics
| Minimum | 2010 |
|---|---|
| 5-th percentile | 2011 |
| Q1 | 2013 |
| median | 2016 |
| Q3 | 2018 |
| 95-th percentile | 2020 |
| Maximum | 2021 |
| Range | 11 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 2.9040477 |
|---|---|
| Coefficient of variation (CV) | 0.0014407947 |
| Kurtosis | -1.178031 |
| Mean | 2015.5875 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.094635294 |
| Sum | 1.1141672 × 1010 |
| Variance | 8.4334929 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2019 | 599879 | |
| 2017 | 599289 | |
| 2018 | 565109 | |
| 2020 | 561162 | |
| 2016 | 547594 | |
| 2015 | 543647 | |
| 2012 | 534717 | |
| 2014 | 519545 | |
| 2013 | 511353 | |
| 2011 | 461998 | |
| Other values (2) | 83461 | 1.5% |
| Value | Count | Frequency (%) |
| 2010 | 82345 | 1.5% |
| 2011 | 461998 | |
| 2012 | 534717 | |
| 2013 | 511353 | |
| 2014 | 519545 | |
| 2015 | 543647 | |
| 2016 | 547594 | |
| 2017 | 599289 | |
| 2018 | 565109 | |
| 2019 | 599879 |
| Value | Count | Frequency (%) |
| 2021 | 1116 | < 0.1% |
| 2020 | 561162 | |
| 2019 | 599879 | |
| 2018 | 565109 | |
| 2017 | 599289 | |
| 2016 | 547594 | |
| 2015 | 543647 | |
| 2014 | 519545 | |
| 2013 | 511353 | |
| 2012 | 534717 |
Probability_rate
Real number (ℝ)
HIGH CORRELATION  SKEWED  ZEROS 
| Distinct | 16 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0014160483 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 5495997 |
| Zeros (%) | 99.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 42.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.021571967 |
|---|---|
| Coefficient of variation (CV) | 15.23392 |
| Kurtosis | 715.98345 |
| Mean | 0.0014160483 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 22.601968 |
| Sum | 7827.5667 |
| Variance | 0.00046534977 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5495997 | |
| 0.2 | 14326 | 0.3% |
| 0.1666666667 | 8905 | 0.2% |
| 0.3333333333 | 2631 | < 0.1% |
| 0.5 | 2342 | < 0.1% |
| 0.25 | 1392 | < 0.1% |
| 0.4 | 623 | < 0.1% |
| 1 | 604 | < 0.1% |
| 0.1428571429 | 560 | < 0.1% |
| 0.6666666667 | 135 | < 0.1% |
| Other values (6) | 239 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5495997 | |
| 0.1 | 40 | < 0.1% |
| 0.1111111111 | 27 | < 0.1% |
| 0.125 | 72 | < 0.1% |
| 0.1428571429 | 560 | < 0.1% |
| 0.1666666667 | 8905 | 0.2% |
| 0.2 | 14326 | 0.3% |
| 0.25 | 1392 | < 0.1% |
| 0.2857142857 | 56 | < 0.1% |
| 0.3333333333 | 2631 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 604 | < 0.1% |
| 0.75 | 4 | < 0.1% |
| 0.6666666667 | 135 | < 0.1% |
| 0.6 | 40 | < 0.1% |
| 0.5 | 2342 | < 0.1% |
| 0.4 | 623 | < 0.1% |
| 0.3333333333 | 2631 | < 0.1% |
| 0.2857142857 | 56 | < 0.1% |
| 0.25 | 1392 | < 0.1% |
| 0.2 | 14326 |
preventive_maintenance_rate
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 44 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0050816641 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 5495997 |
| Zeros (%) | 99.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 42.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.074160878 |
|---|---|
| Coefficient of variation (CV) | 14.593817 |
| Kurtosis | 480.23403 |
| Mean | 0.0050816641 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 19.184705 |
| Sum | 28090.189 |
| Variance | 0.0054998358 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5495997 | |
| 0.76 | 10024 | 0.2% |
| 0.6388888889 | 6955 | 0.1% |
| 0.72 | 2965 | 0.1% |
| 1.222222222 | 2150 | < 0.1% |
| 1.75 | 2100 | < 0.1% |
| 0.68 | 1337 | < 0.1% |
| 0.9375 | 1082 | < 0.1% |
| 0.6111111111 | 998 | < 0.1% |
| 0.5833333333 | 952 | < 0.1% |
| Other values (34) | 3194 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5495997 | |
| 0.38 | 10 | < 0.1% |
| 0.39 | 30 | < 0.1% |
| 0.4197530864 | 9 | < 0.1% |
| 0.4320987654 | 18 | < 0.1% |
| 0.46875 | 16 | < 0.1% |
| 0.484375 | 56 | < 0.1% |
| 0.5102040816 | 49 | < 0.1% |
| 0.5306122449 | 84 | < 0.1% |
| 0.5510204082 | 427 | < 0.1% |
| Value | Count | Frequency (%) |
| 3 | 503 | < 0.1% |
| 2.666666667 | 2 | < 0.1% |
| 2.5 | 8 | < 0.1% |
| 2.4375 | 4 | < 0.1% |
| 2.222222222 | 116 | < 0.1% |
| 2.04 | 30 | < 0.1% |
| 2 | 73 | < 0.1% |
| 1.92 | 10 | < 0.1% |
| 1.777777778 | 6 | < 0.1% |
| 1.75 | 2100 |
Age_pipe_at_inspection
Real number (ℝ)
| Distinct | 35 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.934826 |
| Minimum | 0 |
|---|---|
| Maximum | 34 |
| Zeros | 47920 |
| Zeros (%) | 0.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 42.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 7 |
| median | 12 |
| Q3 | 18 |
| 95-th percentile | 26 |
| Maximum | 34 |
| Range | 34 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 7.3678502 |
|---|---|
| Coefficient of variation (CV) | 0.56961342 |
| Kurtosis | -0.3881397 |
| Mean | 12.934826 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.42706491 |
| Sum | 71500534 |
| Variance | 54.285216 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12 | 294120 | 5.3% |
| 11 | 291642 | 5.3% |
| 13 | 285283 | 5.2% |
| 10 | 284764 | 5.2% |
| 14 | 268982 | 4.9% |
| 9 | 268032 | 4.8% |
| 15 | 259605 | 4.7% |
| 8 | 257124 | 4.7% |
| 16 | 240189 | 4.3% |
| 7 | 229287 | 4.1% |
| Other values (25) | 2848726 |
| Value | Count | Frequency (%) |
| 0 | 47920 | 0.9% |
| 1 | 147548 | |
| 2 | 171216 | |
| 3 | 189886 | |
| 4 | 213709 | |
| 5 | 200408 | |
| 6 | 225015 | |
| 7 | 229287 | |
| 8 | 257124 | |
| 9 | 268032 |
| Value | Count | Frequency (%) |
| 34 | 10238 | 0.2% |
| 33 | 14486 | 0.3% |
| 32 | 23193 | 0.4% |
| 31 | 28606 | 0.5% |
| 30 | 37864 | |
| 29 | 42874 | |
| 28 | 55527 | |
| 27 | 63556 | |
| 26 | 76875 | |
| 25 | 84102 |
pipe_inspected_frequently
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 305.8 MiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 5527754 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 4764484 | |
| 0 | 763270 | 13.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 4764484 | |
| 0 | 763270 | 13.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 4764484 | |
| 0 | 763270 | 13.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 5527754 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 4764484 | |
| 0 | 763270 | 13.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 5527754 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 4764484 | |
| 0 | 763270 | 13.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5527754 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 4764484 | |
| 0 | 763270 | 13.8% |
Average_MonthsLastRev
Real number (ℝ)
| Distinct | 523 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.117873 |
| Minimum | 0 |
|---|---|
| Maximum | 77.5 |
| Zeros | 652 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 42.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 20 |
| Q1 | 22.166667 |
| median | 23.75 |
| Q3 | 24 |
| 95-th percentile | 24.333333 |
| Maximum | 77.5 |
| Range | 77.5 |
| Interquartile range (IQR) | 1.8333333 |
Descriptive statistics
| Standard deviation | 2.3128741 |
|---|---|
| Coefficient of variation (CV) | 0.10004701 |
| Kurtosis | 23.285797 |
| Mean | 23.117873 |
| Median Absolute Deviation (MAD) | 0.45 |
| Skewness | 0.41638573 |
| Sum | 1.2778991 × 108 |
| Variance | 5.3493865 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 24 | 1790833 | |
| 24.2 | 406656 | 7.4% |
| 23.6 | 305635 | 5.5% |
| 22 | 257153 | 4.7% |
| 23.8 | 189153 | 3.4% |
| 23.4 | 160775 | 2.9% |
| 23 | 155075 | 2.8% |
| 21 | 110285 | 2.0% |
| 23.2 | 109843 | 2.0% |
| 22.2 | 102428 | 1.9% |
| Other values (513) | 1939918 |
| Value | Count | Frequency (%) |
| 0 | 652 | |
| 1 | 81 | < 0.1% |
| 2 | 117 | < 0.1% |
| 3 | 246 | < 0.1% |
| 4 | 288 | |
| 5 | 358 | |
| 6 | 393 | |
| 6.5 | 16 | < 0.1% |
| 7 | 324 | |
| 7.5 | 28 | < 0.1% |
| Value | Count | Frequency (%) |
| 77.5 | 1 | < 0.1% |
| 76 | 1 | < 0.1% |
| 75 | 1 | < 0.1% |
| 70 | 2 | < 0.1% |
| 69 | 1 | < 0.1% |
| 68.5 | 2 | < 0.1% |
| 67.5 | 3 | < 0.1% |
| 67 | 4 | < 0.1% |
| 66.5 | 5 | < 0.1% |
| 66 | 49 |
MonthsLastRev
Real number (ℝ)
| Distinct | 40 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22.984021 |
| Minimum | 0 |
|---|---|
| Maximum | 39 |
| Zeros | 1019 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 42.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 17 |
| Q1 | 23 |
| median | 24 |
| Q3 | 24 |
| 95-th percentile | 25 |
| Maximum | 39 |
| Range | 39 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 3.0803019 |
|---|---|
| Coefficient of variation (CV) | 0.13401928 |
| Kurtosis | 14.248788 |
| Mean | 22.984021 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -2.958186 |
| Sum | 1.2705001 × 108 |
| Variance | 9.4882598 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 24 | 2989018 | |
| 23 | 779716 | 14.1% |
| 22 | 481052 | 8.7% |
| 25 | 458181 | 8.3% |
| 21 | 249683 | 4.5% |
| 20 | 79949 | 1.4% |
| 26 | 45737 | 0.8% |
| 18 | 42390 | 0.8% |
| 19 | 42130 | 0.8% |
| 17 | 35422 | 0.6% |
| Other values (30) | 324476 | 5.9% |
| Value | Count | Frequency (%) |
| 0 | 1019 | < 0.1% |
| 1 | 1692 | < 0.1% |
| 2 | 2465 | < 0.1% |
| 3 | 4475 | 0.1% |
| 4 | 4877 | 0.1% |
| 5 | 8163 | |
| 6 | 10052 | |
| 7 | 9855 | |
| 8 | 10010 | |
| 9 | 17002 |
| Value | Count | Frequency (%) |
| 39 | 1201 | < 0.1% |
| 38 | 446 | < 0.1% |
| 37 | 1015 | < 0.1% |
| 36 | 5747 | |
| 35 | 2768 | 0.1% |
| 34 | 3685 | 0.1% |
| 33 | 3650 | 0.1% |
| 32 | 8010 | |
| 31 | 4375 | 0.1% |
| 30 | 12449 |
relative_risk
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 44 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.022475708 |
| Minimum | 0 |
|---|---|
| Maximum | 13.333333 |
| Zeros | 5495997 |
| Zeros (%) | 99.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 42.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 13.333333 |
| Range | 13.333333 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.30339287 |
|---|---|
| Coefficient of variation (CV) | 13.498701 |
| Kurtosis | 239.36284 |
| Mean | 0.022475708 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 14.600915 |
| Sum | 124240.18 |
| Variance | 0.092047232 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5495997 | |
| 3.8 | 10034 | 0.2% |
| 3.833333333 | 6955 | 0.1% |
| 3.5 | 3085 | 0.1% |
| 3.6 | 2955 | 0.1% |
| 3.666666667 | 2508 | < 0.1% |
| 3.4 | 1337 | < 0.1% |
| 3.75 | 1098 | < 0.1% |
| 3 | 667 | < 0.1% |
| 7.333333333 | 640 | < 0.1% |
| Other values (34) | 2478 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5495997 | |
| 1 | 30 | < 0.1% |
| 2 | 56 | < 0.1% |
| 2.5 | 58 | < 0.1% |
| 3 | 667 | < 0.1% |
| 3.25 | 125 | < 0.1% |
| 3.333333333 | 183 | < 0.1% |
| 3.4 | 1337 | < 0.1% |
| 3.5 | 3085 | 0.1% |
| 3.571428571 | 49 | < 0.1% |
| Value | Count | Frequency (%) |
| 13.33333333 | 6 | < 0.1% |
| 12 | 6 | < 0.1% |
| 10.5 | 42 | < 0.1% |
| 10.2 | 30 | < 0.1% |
| 9.75 | 4 | < 0.1% |
| 9.6 | 10 | < 0.1% |
| 9 | 6 | < 0.1% |
| 8 | 2 | < 0.1% |
| 7.428571429 | 35 | < 0.1% |
| 7.333333333 | 640 |
average_severity_pipe
Real number (ℝ)
HIGH CORRELATION  SKEWED 
| Distinct | 26 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.9981682 |
| Minimum | 1 |
|---|---|
| Maximum | 4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 42.2 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 4 |
| median | 4 |
| Q3 | 4 |
| 95-th percentile | 4 |
| Maximum | 4 |
| Range | 3 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.029360141 |
|---|---|
| Coefficient of variation (CV) | 0.0073433982 |
| Kurtosis | 1294.6955 |
| Mean | 3.9981682 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -27.16596 |
| Sum | 22100890 |
| Variance | 0.0008620179 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 5495997 | |
| 3.8 | 10034 | 0.2% |
| 3.833333333 | 6955 | 0.1% |
| 3.6 | 3376 | 0.1% |
| 3.5 | 3350 | 0.1% |
| 3.666666667 | 3148 | 0.1% |
| 3.4 | 1440 | < 0.1% |
| 3.75 | 1098 | < 0.1% |
| 3 | 820 | < 0.1% |
| 3.857142857 | 427 | < 0.1% |
| Other values (16) | 1109 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 30 | < 0.1% |
| 1.5 | 1 | < 0.1% |
| 2 | 60 | < 0.1% |
| 2.5 | 66 | < 0.1% |
| 2.666666667 | 8 | < 0.1% |
| 2.8 | 15 | < 0.1% |
| 3 | 820 | |
| 3.166666667 | 12 | < 0.1% |
| 3.2 | 105 | < 0.1% |
| 3.25 | 158 | < 0.1% |
| Value | Count | Frequency (%) |
| 4 | 5495997 | |
| 3.9 | 30 | < 0.1% |
| 3.888888889 | 18 | < 0.1% |
| 3.875 | 56 | < 0.1% |
| 3.857142857 | 427 | < 0.1% |
| 3.833333333 | 6955 | 0.1% |
| 3.8 | 10034 | 0.2% |
| 3.777777778 | 9 | < 0.1% |
| 3.75 | 1098 | < 0.1% |
| 3.714285714 | 119 | < 0.1% |
Incidence
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 316.3 MiB |
| 0.0 | |
|---|---|
| 1.0 | 7809 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 16583262 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 5519945 | |
| 1.0 | 7809 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 5519945 | |
| 1.0 | 7809 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 11047699 | |
| . | 5527754 | |
| 1 | 7809 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 11055508 | |
| Other Punctuation | 5527754 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 11047699 | |
| 1 | 7809 | 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 5527754 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 16583262 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 11047699 | |
| . | 5527754 | |
| 1 | 7809 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 16583262 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 11047699 | |
| . | 5527754 | |
| 1 | 7809 | < 0.1% |
YearBuilt
Real number (ℝ)
| Distinct | 38 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2002.6526 |
| Minimum | 1983 |
|---|---|
| Maximum | 2020 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 42.2 MiB |
Quantile statistics
| Minimum | 1983 |
|---|---|
| 5-th percentile | 1989 |
| Q1 | 1998 |
| median | 2003 |
| Q3 | 2008 |
| 95-th percentile | 2014 |
| Maximum | 2020 |
| Range | 37 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 7.200412 |
|---|---|
| Coefficient of variation (CV) | 0.0035954373 |
| Kurtosis | -0.29095334 |
| Mean | 2002.6526 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | -0.28213615 |
| Sum | 1.1070171 × 1010 |
| Variance | 51.845933 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2002 | 377039 | 6.8% |
| 2004 | 333779 | 6.0% |
| 2005 | 301508 | 5.5% |
| 2003 | 294446 | 5.3% |
| 2001 | 290790 | 5.3% |
| 2006 | 284835 | 5.2% |
| 2008 | 284419 | 5.1% |
| 2007 | 264959 | 4.8% |
| 1999 | 260904 | 4.7% |
| 2000 | 250976 | 4.5% |
| Other values (28) | 2584099 |
| Value | Count | Frequency (%) |
| 1983 | 13021 | 0.2% |
| 1984 | 16160 | 0.3% |
| 1985 | 23709 | 0.4% |
| 1986 | 37662 | 0.7% |
| 1987 | 56511 | |
| 1988 | 70978 | |
| 1989 | 73552 | |
| 1990 | 73740 | |
| 1991 | 76985 | |
| 1992 | 104464 |
| Value | Count | Frequency (%) |
| 2020 | 1244 | < 0.1% |
| 2019 | 5909 | 0.1% |
| 2018 | 15495 | 0.3% |
| 2017 | 31795 | 0.6% |
| 2016 | 103469 | |
| 2015 | 113161 | |
| 2014 | 97402 | |
| 2013 | 107930 | |
| 2012 | 143821 | |
| 2011 | 149157 |
Diameter
Real number (ℝ)
| Distinct | 61 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.11711464 |
| Minimum | 0.01 |
|---|---|
| Maximum | 0.6096 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 42.2 MiB |
Quantile statistics
| Minimum | 0.01 |
|---|---|
| 5-th percentile | 0.063 |
| Q1 | 0.09 |
| median | 0.11 |
| Q3 | 0.16 |
| 95-th percentile | 0.2 |
| Maximum | 0.6096 |
| Range | 0.5996 |
| Interquartile range (IQR) | 0.07 |
Descriptive statistics
| Standard deviation | 0.054578394 |
|---|---|
| Coefficient of variation (CV) | 0.46602535 |
| Kurtosis | 3.5586866 |
| Mean | 0.11711464 |
| Median Absolute Deviation (MAD) | 0.047 |
| Skewness | 1.397711 |
| Sum | 647380.95 |
| Variance | 0.0029788011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.11 | 1486633 | |
| 0.063 | 1048452 | |
| 0.09 | 1015013 | |
| 0.16 | 754563 | |
| 0.2 | 519279 | 9.4% |
| 0.04 | 106468 | 1.9% |
| 0.1524 | 88428 | 1.6% |
| 0.1016 | 72764 | 1.3% |
| 0.25 | 67799 | 1.2% |
| 0.2032 | 63532 | 1.1% |
| Other values (51) | 304823 | 5.5% |
| Value | Count | Frequency (%) |
| 0.01 | 158 | < 0.1% |
| 0.011 | 60 | < 0.1% |
| 0.012 | 1334 | < 0.1% |
| 0.0127 | 11 | < 0.1% |
| 0.013 | 105 | < 0.1% |
| 0.014 | 43 | < 0.1% |
| 0.015 | 4246 | |
| 0.016 | 1070 | < 0.1% |
| 0.018 | 6 | < 0.1% |
| 0.019 | 3325 |
| Value | Count | Frequency (%) |
| 0.6096 | 67 | < 0.1% |
| 0.5588 | 46 | < 0.1% |
| 0.508 | 2404 | < 0.1% |
| 0.5 | 102 | < 0.1% |
| 0.4572 | 1853 | < 0.1% |
| 0.4064 | 7656 | |
| 0.4 | 561 | < 0.1% |
| 0.3556 | 474 | < 0.1% |
| 0.355 | 108 | < 0.1% |
| 0.35 | 372 | < 0.1% |
Length
Real number (ℝ)
| Distinct | 124031 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22.996803 |
| Minimum | 0.005 |
|---|---|
| Maximum | 105.748 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 42.2 MiB |
Quantile statistics
| Minimum | 0.005 |
|---|---|
| 5-th percentile | 1.002 |
| Q1 | 3.679 |
| median | 11.918 |
| Q3 | 35.228 |
| 95-th percentile | 79.588 |
| Maximum | 105.748 |
| Range | 105.743 |
| Interquartile range (IQR) | 31.549 |
Descriptive statistics
| Standard deviation | 25.338633 |
|---|---|
| Coefficient of variation (CV) | 1.1018329 |
| Kurtosis | 0.9205847 |
| Mean | 22.996803 |
| Median Absolute Deviation (MAD) | 10.018 |
| Skewness | 1.3389394 |
| Sum | 1.2712067 × 108 |
| Variance | 642.04632 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 26510 | 0.5% |
| 1 | 25323 | 0.5% |
| 0.5 | 18375 | 0.3% |
| 1.5 | 18041 | 0.3% |
| 1.002 | 16884 | 0.3% |
| 1.003 | 10153 | 0.2% |
| 1.001 | 9546 | 0.2% |
| 3 | 8694 | 0.2% |
| 2.004 | 8567 | 0.2% |
| 1.2 | 8287 | 0.1% |
| Other values (124021) | 5377374 |
| Value | Count | Frequency (%) |
| 0.005 | 14 | < 0.1% |
| 0.006 | 19 | < 0.1% |
| 0.007 | 14 | < 0.1% |
| 0.008 | 20 | < 0.1% |
| 0.009 | 19 | < 0.1% |
| 0.01 | 61 | |
| 0.011 | 25 | |
| 0.012 | 12 | < 0.1% |
| 0.013 | 31 | |
| 0.014 | 8 | < 0.1% |
| Value | Count | Frequency (%) |
| 105.748 | 8 | < 0.1% |
| 105.746 | 10 | |
| 105.745 | 20 | |
| 105.743 | 6 | < 0.1% |
| 105.742 | 18 | |
| 105.741 | 5 | < 0.1% |
| 105.739 | 11 | |
| 105.738 | 5 | < 0.1% |
| 105.737 | 5 | < 0.1% |
| 105.736 | 13 |
Pressure
Real number (ℝ)
| Distinct | 20 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.6359134 |
| Minimum | 0.025 |
|---|---|
| Maximum | 80 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 42.2 MiB |
Quantile statistics
| Minimum | 0.025 |
|---|---|
| 5-th percentile | 0.025 |
| Q1 | 0.1 |
| median | 0.15 |
| Q3 | 4 |
| 95-th percentile | 16 |
| Maximum | 80 |
| Range | 79.975 |
| Interquartile range (IQR) | 3.9 |
Descriptive statistics
| Standard deviation | 5.9673826 |
|---|---|
| Coefficient of variation (CV) | 2.2638766 |
| Kurtosis | 53.463477 |
| Mean | 2.6359134 |
| Median Absolute Deviation (MAD) | 0.125 |
| Skewness | 6.2536418 |
| Sum | 14570681 |
| Variance | 35.609656 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 1605762 | |
| 0.15 | 1559337 | |
| 0.025 | 1038331 | |
| 0.1 | 562184 | 10.2% |
| 16 | 251041 | 4.5% |
| 5 | 159352 | 2.9% |
| 0.4 | 143799 | 2.6% |
| 1.7 | 112953 | 2.0% |
| 49.5 | 29224 | 0.5% |
| 0.05 | 19994 | 0.4% |
| Other values (10) | 45777 | 0.8% |
| Value | Count | Frequency (%) |
| 0.025 | 1038331 | |
| 0.05 | 19994 | 0.4% |
| 0.1 | 562184 | 10.2% |
| 0.15 | 1559337 | |
| 0.4 | 143799 | 2.6% |
| 1.7 | 112953 | 2.0% |
| 2 | 11816 | 0.2% |
| 4 | 1605762 | |
| 5 | 159352 | 2.9% |
| 10 | 6189 | 0.1% |
| Value | Count | Frequency (%) |
| 80 | 2391 | < 0.1% |
| 72 | 4851 | 0.1% |
| 59.5 | 2784 | 0.1% |
| 49.5 | 29224 | 0.5% |
| 45 | 2085 | < 0.1% |
| 40 | 667 | < 0.1% |
| 36 | 9169 | 0.2% |
| 25 | 677 | < 0.1% |
| 16 | 251041 | |
| 12 | 5148 | 0.1% |
NumConnections
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 34 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.77901115 |
| Minimum | 0 |
|---|---|
| Maximum | 34 |
| Zeros | 3452531 |
| Zeros (%) | 62.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 42.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 4 |
| Maximum | 34 |
| Range | 34 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.5070289 |
|---|---|
| Coefficient of variation (CV) | 1.9345409 |
| Kurtosis | 22.453819 |
| Mean | 0.77901115 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.7073377 |
| Sum | 4306182 |
| Variance | 2.2711362 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3452531 | |
| 1 | 1130476 | 20.5% |
| 2 | 449447 | 8.1% |
| 3 | 205495 | 3.7% |
| 4 | 114210 | 2.1% |
| 5 | 64739 | 1.2% |
| 6 | 40059 | 0.7% |
| 7 | 23399 | 0.4% |
| 8 | 15997 | 0.3% |
| 9 | 10360 | 0.2% |
| Other values (24) | 21041 | 0.4% |
| Value | Count | Frequency (%) |
| 0 | 3452531 | |
| 1 | 1130476 | 20.5% |
| 2 | 449447 | 8.1% |
| 3 | 205495 | 3.7% |
| 4 | 114210 | 2.1% |
| 5 | 64739 | 1.2% |
| 6 | 40059 | 0.7% |
| 7 | 23399 | 0.4% |
| 8 | 15997 | 0.3% |
| 9 | 10360 | 0.2% |
| Value | Count | Frequency (%) |
| 34 | 5 | < 0.1% |
| 33 | 10 | < 0.1% |
| 32 | 2 | < 0.1% |
| 30 | 10 | < 0.1% |
| 29 | 17 | < 0.1% |
| 28 | 38 | |
| 27 | 19 | |
| 26 | 29 | |
| 25 | 17 | < 0.1% |
| 24 | 44 |
NumConnectionsUnder
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 305.8 MiB |
| 0 | |
|---|---|
| 1 | 811 |
| 2 | 20 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 5527754 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 5526923 | |
| 1 | 811 | < 0.1% |
| 2 | 20 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 5526923 | |
| 1 | 811 | < 0.1% |
| 2 | 20 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 5526923 | |
| 1 | 811 | < 0.1% |
| 2 | 20 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 5527754 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 5526923 | |
| 1 | 811 | < 0.1% |
| 2 | 20 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 5527754 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 5526923 | |
| 1 | 811 | < 0.1% |
| 2 | 20 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5527754 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 5526923 | |
| 1 | 811 | < 0.1% |
| 2 | 20 | < 0.1% |
BoolBridle
Categorical
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 305.8 MiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 5527754 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 5527754 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 5527754 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 5527754 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 5527754 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 5527754 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 5527754 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 5527754 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5527754 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 5527754 |
aspect
Real number (ℝ)
HIGH CORRELATION  SKEWED 
| Distinct | 630733 |
|---|---|
| Distinct (%) | 11.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.6074411 |
| Minimum | 0.00060597981 |
|---|---|
| Maximum | 177165.35 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 42.2 MiB |
Quantile statistics
| Minimum | 0.00060597981 |
|---|---|
| 5-th percentile | 0.0053777319 |
| Q1 | 0.040479275 |
| median | 0.37411533 |
| Q3 | 2.8811573 |
| 95-th percentile | 31.682666 |
| Maximum | 177165.35 |
| Range | 177165.35 |
| Interquartile range (IQR) | 2.840678 |
Descriptive statistics
| Standard deviation | 121.10349 |
|---|---|
| Coefficient of variation (CV) | 15.919084 |
| Kurtosis | 1658321.7 |
| Mean | 7.6074411 |
| Median Absolute Deviation (MAD) | 0.36447697 |
| Skewness | 1145.0382 |
| Sum | 42052063 |
| Variance | 14666.056 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.9090909091 | 4616 | 0.1% |
| 63.36533283 | 3981 | 0.1% |
| 0.6818181818 | 3682 | 0.1% |
| 1.363636364 | 3048 | 0.1% |
| 31.74603175 | 2905 | 0.1% |
| 63.49206349 | 2774 | 0.1% |
| 22.22222222 | 2699 | < 0.1% |
| 1.875 | 2599 | < 0.1% |
| 0.625 | 2217 | < 0.1% |
| 0.46875 | 2122 | < 0.1% |
| Other values (630723) | 5497111 |
| Value | Count | Frequency (%) |
| 0.0006059798088 | 5 | |
| 0.0006389939679 | 5 | |
| 0.0006502790519 | 10 | |
| 0.0006605229228 | 6 | |
| 0.0006862023913 | 5 | |
| 0.0006912722728 | 5 | |
| 0.0007513142364 | 6 | |
| 0.0007527322676 | 6 | |
| 0.0007535827964 | 5 | |
| 0.0007541843278 | 6 |
| Value | Count | Frequency (%) |
| 177165.3543 | 2 | < 0.1% |
| 25000 | 1 | < 0.1% |
| 24242.42424 | 1 | < 0.1% |
| 20997.37533 | 1 | < 0.1% |
| 14173.22835 | 1 | < 0.1% |
| 13227.51323 | 4 | |
| 13123.35958 | 2 | < 0.1% |
| 12698.4127 | 7 | |
| 12500 | 2 | < 0.1% |
| 10582.01058 | 4 |
Relative_Thickness
Real number (ℝ)
| Distinct | 302 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.5430606 |
| Minimum | 0.00035277778 |
|---|---|
| Maximum | 24.384 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 42.2 MiB |
Quantile statistics
| Minimum | 0.00035277778 |
|---|---|
| 5-th percentile | 0.01 |
| Q1 | 0.0225 |
| median | 0.6 |
| Q3 | 1.1 |
| 95-th percentile | 8 |
| Maximum | 24.384 |
| Range | 24.383647 |
| Interquartile range (IQR) | 1.0775 |
Descriptive statistics
| Standard deviation | 2.5296167 |
|---|---|
| Coefficient of variation (CV) | 1.6393502 |
| Kurtosis | 3.8151648 |
| Mean | 1.5430606 |
| Median Absolute Deviation (MAD) | 0.5775 |
| Skewness | 2.0836666 |
| Sum | 8529659.5 |
| Variance | 6.3989606 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.7333333333 | 640450 | 11.6% |
| 0.01575 | 601313 | 10.9% |
| 0.0225 | 482236 | 8.7% |
| 4.4 | 340519 | 6.2% |
| 6.4 | 305983 | 5.5% |
| 0.6 | 285971 | 5.2% |
| 1.066666667 | 250456 | 4.5% |
| 0.0275 | 227225 | 4.1% |
| 8 | 201685 | 3.6% |
| 0.42 | 196435 | 3.6% |
| Other values (292) | 1995481 |
| Value | Count | Frequency (%) |
| 0.0003527777778 | 36 | < 0.1% |
| 0.0005291666667 | 35 | < 0.1% |
| 0.0005644444444 | 1 | < 0.1% |
| 0.000635 | 6 | < 0.1% |
| 0.0007055555556 | 108 | |
| 0.0007696969697 | 18 | < 0.1% |
| 0.0008537815126 | 171 | |
| 0.0008819444444 | 5 | < 0.1% |
| 0.0009525 | 100 | < 0.1% |
| 0.001026262626 | 256 |
| Value | Count | Frequency (%) |
| 24.384 | 26 | < 0.1% |
| 20.32 | 32 | < 0.1% |
| 20 | 102 | < 0.1% |
| 18.288 | 8 | < 0.1% |
| 16.256 | 490 | < 0.1% |
| 16 | 540 | < 0.1% |
| 14.224 | 10 | < 0.1% |
| 14.2 | 11 | < 0.1% |
| 14 | 372 | < 0.1% |
| 12.6 | 30008 |
pipe_area
Real number (ℝ)
| Distinct | 408200 |
|---|---|
| Distinct (%) | 7.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.552833 |
| Minimum | 0.000502656 |
|---|---|
| Maximum | 189.60639 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 42.2 MiB |
Quantile statistics
| Minimum | 0.000502656 |
|---|---|
| 5-th percentile | 0.28817268 |
| Q1 | 1.1873269 |
| median | 3.9659558 |
| Q3 | 11.743489 |
| 95-th percentile | 31.243589 |
| Maximum | 189.60639 |
| Range | 189.60589 |
| Interquartile range (IQR) | 10.556162 |
Descriptive statistics
| Standard deviation | 11.260104 |
|---|---|
| Coefficient of variation (CV) | 1.316535 |
| Kurtosis | 9.4298947 |
| Mean | 8.552833 |
| Median Absolute Deviation (MAD) | 3.3571138 |
| Skewness | 2.5234955 |
| Sum | 47277957 |
| Variance | 126.78995 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.691152 | 6984 | 0.1% |
| 0.345576 | 6337 | 0.1% |
| 0.518364 | 6286 | 0.1% |
| 0.1983166416 | 5889 | 0.1% |
| 0.251328 | 5559 | 0.1% |
| 0.1979208 | 5404 | 0.1% |
| 0.565488 | 5310 | 0.1% |
| 0.3958416 | 4974 | 0.1% |
| 0.282744 | 4575 | 0.1% |
| 1.005312 | 4239 | 0.1% |
| Other values (408190) | 5472197 |
| Value | Count | Frequency (%) |
| 0.000502656 | 1 | < 0.1% |
| 0.000518364 | 1 | < 0.1% |
| 0.0006031872 | 5 | |
| 0.0007979664 | 2 | < 0.1% |
| 0.000989604 | 7 | |
| 0.001005312 | 2 | < 0.1% |
| 0.0011875248 | 8 | |
| 0.0012534984 | 1 | < 0.1% |
| 0.00141372 | 2 | < 0.1% |
| 0.00143633952 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 189.6063922 | 5 | |
| 167.5825196 | 1 | < 0.1% |
| 166.409509 | 4 | |
| 166.3345001 | 6 | |
| 166.3265205 | 5 | |
| 164.9856177 | 6 | |
| 164.1991421 | 4 | |
| 163.4761845 | 5 | |
| 162.9718697 | 4 | |
| 155.8460298 | 5 |
area_connection
Real number (ℝ)
HIGH CORRELATION  SKEWED  ZEROS 
| Distinct | 294433 |
|---|---|
| Distinct (%) | 5.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.19393303 |
| Minimum | 0 |
|---|---|
| Maximum | 1989.4321 |
| Zeros | 3452531 |
| Zeros (%) | 62.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 42.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.13199728 |
| 95-th percentile | 0.6884723 |
| Maximum | 1989.4321 |
| Range | 1989.4321 |
| Interquartile range (IQR) | 0.13199728 |
Descriptive statistics
| Standard deviation | 2.0638916 |
|---|---|
| Coefficient of variation (CV) | 10.64229 |
| Kurtosis | 371154.1 |
| Mean | 0.19393303 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 465.96586 |
| Sum | 1072014.1 |
| Variance | 4.2596483 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3452531 | |
| 1.010505212 | 838 | < 0.1% |
| 2.52626303 | 792 | < 0.1% |
| 5.052526061 | 738 | < 0.1% |
| 0.8420876768 | 711 | < 0.1% |
| 5.042441179 | 682 | < 0.1% |
| 1.263131515 | 559 | < 0.1% |
| 1.684175354 | 558 | < 0.1% |
| 0.7217894373 | 528 | < 0.1% |
| 7.957728546 | 464 | < 0.1% |
| Other values (294423) | 2069353 |
| Value | Count | Frequency (%) |
| 0 | 3452531 | |
| 0.007715556516 | 5 | < 0.1% |
| 0.009769187457 | 5 | < 0.1% |
| 0.009792381384 | 5 | < 0.1% |
| 0.009840825945 | 5 | < 0.1% |
| 0.009911967005 | 5 | < 0.1% |
| 0.009919848549 | 5 | < 0.1% |
| 0.009930571972 | 10 | < 0.1% |
| 0.009956403025 | 5 | < 0.1% |
| 0.009956599227 | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 1989.432136 | 1 | < 0.1% |
| 1929.146314 | 1 | < 0.1% |
| 1253.185598 | 2 | |
| 1010.505212 | 2 | |
| 797.7672728 | 1 | < 0.1% |
| 530.5152364 | 2 | |
| 361.7149339 | 1 | < 0.1% |
| 360.8947186 | 3 | |
| 234.9144958 | 1 | < 0.1% |
| 226.0718337 | 1 | < 0.1% |
incidence_area
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 7154 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0012112147 |
| Minimum | 0 |
|---|---|
| Maximum | 142.1023 |
| Zeros | 5519945 |
| Zeros (%) | 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 42.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 142.1023 |
| Range | 142.1023 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.14039461 |
|---|---|
| Coefficient of variation (CV) | 115.91224 |
| Kurtosis | 336851.02 |
| Mean | 0.0012112147 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 451.99921 |
| Sum | 6695.2971 |
| Variance | 0.019710647 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5519945 | |
| 3.978864273 | 16 | < 0.1% |
| 7.957728546 | 10 | < 0.1% |
| 5.052526061 | 8 | < 0.1% |
| 21.22060946 | 6 | < 0.1% |
| 3.536768243 | 6 | < 0.1% |
| 3.9808547 | 6 | < 0.1% |
| 15.91545709 | 6 | < 0.1% |
| 5.305152364 | 5 | < 0.1% |
| 1.989432136 | 5 | < 0.1% |
| Other values (7144) | 7741 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5519945 | |
| 0.009659922876 | 1 | < 0.1% |
| 0.009667593515 | 1 | < 0.1% |
| 0.009801689822 | 1 | < 0.1% |
| 0.01009112637 | 1 | < 0.1% |
| 0.01015348424 | 1 | < 0.1% |
| 0.01017956655 | 1 | < 0.1% |
| 0.01018410014 | 1 | < 0.1% |
| 0.01019055084 | 1 | < 0.1% |
| 0.01019826426 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 142.1022955 | 1 | |
| 117.5006061 | 1 | |
| 89.91783668 | 1 | |
| 52.94563238 | 1 | |
| 51.03561678 | 1 | |
| 50.04860721 | 1 | |
| 45.60302892 | 1 | |
| 45.47273455 | 1 | |
| 41.44650284 | 1 | |
| 39.78864273 | 2 |
connection_bool
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 305.8 MiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 5527754 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 4583007 | |
| 1 | 944747 | 17.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 4583007 | |
| 1 | 944747 | 17.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 4583007 | |
| 1 | 944747 | 17.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 5527754 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 4583007 | |
| 1 | 944747 | 17.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 5527754 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 4583007 | |
| 1 | 944747 | 17.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5527754 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 4583007 | |
| 1 | 944747 | 17.1% |
Severity_high
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 305.8 MiB |
| 0 | |
|---|---|
| 1 | 597 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 5527754 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 5527157 | |
| 1 | 597 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 5527157 | |
| 1 | 597 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 5527157 | |
| 1 | 597 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 5527754 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 5527157 | |
| 1 | 597 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 5527754 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 5527157 | |
| 1 | 597 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5527754 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 5527157 | |
| 1 | 597 | < 0.1% |
Severity_medium
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 305.8 MiB |
| 0 | |
|---|---|
| 1 | 1094 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 5527754 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 5526660 | |
| 1 | 1094 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 5526660 | |
| 1 | 1094 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 5526660 | |
| 1 | 1094 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 5527754 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 5526660 | |
| 1 | 1094 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 5527754 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 5526660 | |
| 1 | 1094 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5527754 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 5526660 | |
| 1 | 1094 | < 0.1% |
Severity_low
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 305.8 MiB |
| 0 | |
|---|---|
| 1 | 6118 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 5527754 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 5521636 | |
| 1 | 6118 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 5521636 | |
| 1 | 6118 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 5521636 | |
| 1 | 6118 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 5527754 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 5521636 | |
| 1 | 6118 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 5527754 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 5521636 | |
| 1 | 6118 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5527754 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 5521636 | |
| 1 | 6118 | 0.1% |
gas_natural
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 305.8 MiB |
| 1 | |
|---|---|
| 0 | 98805 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 5527754 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 5428949 | |
| 0 | 98805 | 1.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 5428949 | |
| 0 | 98805 | 1.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 5428949 | |
| 0 | 98805 | 1.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 5527754 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 5428949 | |
| 0 | 98805 | 1.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 5527754 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 5428949 | |
| 0 | 98805 | 1.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5527754 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 5428949 | |
| 0 | 98805 | 1.8% |
Material_Acrylonitrile-Butadiene-Styrene
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 305.8 MiB |
| 0 | |
|---|---|
| 1 | 376338 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 5527754 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 5151416 | |
| 1 | 376338 | 6.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 5151416 | |
| 1 | 376338 | 6.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 5151416 | |
| 1 | 376338 | 6.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 5527754 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 5151416 | |
| 1 | 376338 | 6.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 5527754 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 5151416 | |
| 1 | 376338 | 6.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5527754 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 5151416 | |
| 1 | 376338 | 6.8% |
Material_Copper
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 305.8 MiB |
| 0 | |
|---|---|
| 1 | 13192 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 5527754 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 5514562 | |
| 1 | 13192 | 0.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 5514562 | |
| 1 | 13192 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 5514562 | |
| 1 | 13192 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 5527754 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 5514562 | |
| 1 | 13192 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 5527754 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 5514562 | |
| 1 | 13192 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5527754 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 5514562 | |
| 1 | 13192 | 0.2% |
Material_Fiberglass-Reinforced Plastic
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 305.8 MiB |
| 0 | |
|---|---|
| 1 | 108979 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 5527754 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 5418775 | |
| 1 | 108979 | 2.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 5418775 | |
| 1 | 108979 | 2.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 5418775 | |
| 1 | 108979 | 2.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 5527754 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 5418775 | |
| 1 | 108979 | 2.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 5527754 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 5418775 | |
| 1 | 108979 | 2.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5527754 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 5418775 | |
| 1 | 108979 | 2.0% |
Material_Polyethylene
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 305.8 MiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 5527754 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 5006277 | |
| 0 | 521477 | 9.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 5006277 | |
| 0 | 521477 | 9.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 5006277 | |
| 0 | 521477 | 9.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 5527754 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 5006277 | |
| 0 | 521477 | 9.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 5527754 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 5006277 | |
| 0 | 521477 | 9.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5527754 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 5006277 | |
| 0 | 521477 | 9.4% |
Material_Polypropylene
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 305.8 MiB |
| 0 | |
|---|---|
| 1 | 18941 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 5527754 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 5508813 | |
| 1 | 18941 | 0.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 5508813 | |
| 1 | 18941 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 5508813 | |
| 1 | 18941 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 5527754 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 5508813 | |
| 1 | 18941 | 0.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 5527754 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 5508813 | |
| 1 | 18941 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5527754 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 5508813 | |
| 1 | 18941 | 0.3% |
Diameter2
Real number (ℝ)
| Distinct | 61 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.016694641 |
| Minimum | 0.0001 |
|---|---|
| Maximum | 0.37161216 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 42.2 MiB |
Quantile statistics
| Minimum | 0.0001 |
|---|---|
| 5-th percentile | 0.003969 |
| Q1 | 0.0081 |
| median | 0.0121 |
| Q3 | 0.0256 |
| 95-th percentile | 0.04 |
| Maximum | 0.37161216 |
| Range | 0.37151216 |
| Interquartile range (IQR) | 0.0175 |
Descriptive statistics
| Standard deviation | 0.017866221 |
|---|---|
| Coefficient of variation (CV) | 1.0701771 |
| Kurtosis | 32.227845 |
| Mean | 0.016694641 |
| Median Absolute Deviation (MAD) | 0.008131 |
| Skewness | 4.052524 |
| Sum | 92283.866 |
| Variance | 0.00031920187 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.0121 | 1486633 | |
| 0.003969 | 1048452 | |
| 0.0081 | 1015013 | |
| 0.0256 | 754563 | |
| 0.04 | 519279 | 9.4% |
| 0.0016 | 106468 | 1.9% |
| 0.02322576 | 88428 | 1.6% |
| 0.01032256 | 72764 | 1.3% |
| 0.0625 | 67799 | 1.2% |
| 0.04129024 | 63532 | 1.1% |
| Other values (51) | 304823 | 5.5% |
| Value | Count | Frequency (%) |
| 0.0001 | 158 | < 0.1% |
| 0.000121 | 60 | < 0.1% |
| 0.000144 | 1334 | < 0.1% |
| 0.00016129 | 11 | < 0.1% |
| 0.000169 | 105 | < 0.1% |
| 0.000196 | 43 | < 0.1% |
| 0.000225 | 4246 | |
| 0.000256 | 1070 | < 0.1% |
| 0.000324 | 6 | < 0.1% |
| 0.000361 | 3325 |
| Value | Count | Frequency (%) |
| 0.37161216 | 67 | < 0.1% |
| 0.31225744 | 46 | < 0.1% |
| 0.258064 | 2404 | < 0.1% |
| 0.25 | 102 | < 0.1% |
| 0.20903184 | 1853 | < 0.1% |
| 0.16516096 | 7656 | |
| 0.16 | 561 | < 0.1% |
| 0.12645136 | 474 | < 0.1% |
| 0.126025 | 108 | < 0.1% |
| 0.1225 | 372 | < 0.1% |
Length2
Real number (ℝ)
| Distinct | 123651 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1170.8991 |
| Minimum | 2.5 × 10-5 |
|---|---|
| Maximum | 11182.64 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 42.2 MiB |
Quantile statistics
| Minimum | 2.5 × 10-5 |
|---|---|
| 5-th percentile | 1.004004 |
| Q1 | 13.535041 |
| median | 142.03872 |
| Q3 | 1241.012 |
| 95-th percentile | 6334.2497 |
| Maximum | 11182.64 |
| Range | 11182.639 |
| Interquartile range (IQR) | 1227.4769 |
Descriptive statistics
| Standard deviation | 2136.7845 |
|---|---|
| Coefficient of variation (CV) | 1.8249092 |
| Kurtosis | 5.8325417 |
| Mean | 1170.8991 |
| Median Absolute Deviation (MAD) | 140.35132 |
| Skewness | 2.4570189 |
| Sum | 6.4724424 × 109 |
| Variance | 4565848.2 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 26510 | 0.5% |
| 1 | 25323 | 0.5% |
| 0.25 | 18375 | 0.3% |
| 2.25 | 18041 | 0.3% |
| 1.004004 | 16884 | 0.3% |
| 1.006009 | 10153 | 0.2% |
| 1.002001 | 9546 | 0.2% |
| 9 | 8694 | 0.2% |
| 4.016016 | 8567 | 0.2% |
| 1.44 | 8287 | 0.1% |
| Other values (123641) | 5377374 |
| Value | Count | Frequency (%) |
| 2.5 × 10-5 | 14 | < 0.1% |
| 3.6 × 10-5 | 19 | < 0.1% |
| 4.9 × 10-5 | 14 | < 0.1% |
| 6.4 × 10-5 | 20 | < 0.1% |
| 8.1 × 10-5 | 19 | < 0.1% |
| 0.0001 | 61 | |
| 0.000121 | 25 | |
| 0.000144 | 12 | < 0.1% |
| 0.000169 | 31 | |
| 0.000196 | 8 | < 0.1% |
| Value | Count | Frequency (%) |
| 11182.6395 | 8 | < 0.1% |
| 11182.21652 | 10 | |
| 11182.00503 | 20 | |
| 11181.58205 | 6 | < 0.1% |
| 11181.37056 | 18 | |
| 11181.15908 | 5 | < 0.1% |
| 11180.73612 | 11 | |
| 11180.52464 | 5 | < 0.1% |
| 11180.31317 | 5 | < 0.1% |
| 11180.1017 | 13 |
Pressure2
Real number (ℝ)
| Distinct | 20 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 42.557688 |
| Minimum | 0.000625 |
|---|---|
| Maximum | 6400 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 42.2 MiB |
Quantile statistics
| Minimum | 0.000625 |
|---|---|
| 5-th percentile | 0.000625 |
| Q1 | 0.01 |
| median | 0.0225 |
| Q3 | 16 |
| 95-th percentile | 256 |
| Maximum | 6400 |
| Range | 6399.9994 |
| Interquartile range (IQR) | 15.99 |
Descriptive statistics
| Standard deviation | 292.11493 |
|---|---|
| Coefficient of variation (CV) | 6.8639754 |
| Kurtosis | 214.48433 |
| Mean | 42.557688 |
| Median Absolute Deviation (MAD) | 0.021875 |
| Skewness | 13.352417 |
| Sum | 2.3524843 × 108 |
| Variance | 85331.131 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 16 | 1605762 | |
| 0.0225 | 1559337 | |
| 0.000625 | 1038331 | |
| 0.01 | 562184 | 10.2% |
| 256 | 251041 | 4.5% |
| 25 | 159352 | 2.9% |
| 0.16 | 143799 | 2.6% |
| 2.89 | 112953 | 2.0% |
| 2450.25 | 29224 | 0.5% |
| 0.0025 | 19994 | 0.4% |
| Other values (10) | 45777 | 0.8% |
| Value | Count | Frequency (%) |
| 0.000625 | 1038331 | |
| 0.0025 | 19994 | 0.4% |
| 0.01 | 562184 | 10.2% |
| 0.0225 | 1559337 | |
| 0.16 | 143799 | 2.6% |
| 2.89 | 112953 | 2.0% |
| 4 | 11816 | 0.2% |
| 16 | 1605762 | |
| 25 | 159352 | 2.9% |
| 100 | 6189 | 0.1% |
| Value | Count | Frequency (%) |
| 6400 | 2391 | < 0.1% |
| 5184 | 4851 | 0.1% |
| 3540.25 | 2784 | 0.1% |
| 2450.25 | 29224 | 0.5% |
| 2025 | 2085 | < 0.1% |
| 1600 | 667 | < 0.1% |
| 1296 | 9169 | 0.2% |
| 625 | 677 | < 0.1% |
| 256 | 251041 | |
| 144 | 5148 | 0.1% |
Province
Categorical
| Distinct | 38 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 342.1 MiB |
| barcelona | |
|---|---|
| valencia | |
| madrid | |
| girona | |
| tarragona | |
| Other values (33) |
Length
| Max length | 11 |
|---|---|
| Median length | 10 |
| Mean length | 7.8892478 |
| Min length | 4 |
Characters and Unicode
| Total characters | 43609821 |
|---|---|
| Distinct characters | 21 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | ciudad real |
|---|---|
| 2nd row | ciudad real |
| 3rd row | ciudad real |
| 4th row | ciudad real |
| 5th row | ciudad real |
Common Values
| Value | Count | Frequency (%) |
| barcelona | 1520717 | |
| valencia | 562995 | 10.2% |
| madrid | 520803 | 9.4% |
| girona | 315159 | 5.7% |
| tarragona | 310243 | 5.6% |
| alicante | 240594 | 4.4% |
| la coruna | 161931 | 2.9% |
| sevilla | 150050 | 2.7% |
| pontevedra | 147680 | 2.7% |
| valladolid | 146228 | 2.6% |
| Other values (28) | 1451354 |
Length
| Value | Count | Frequency (%) |
| barcelona | 1520717 | |
| valencia | 562995 | 9.6% |
| madrid | 520803 | 8.9% |
| girona | 315159 | 5.4% |
| tarragona | 310243 | 5.3% |
| alicante | 240594 | 4.1% |
| la | 239413 | 4.1% |
| coruna | 161931 | 2.8% |
| sevilla | 150050 | 2.6% |
| pontevedra | 147680 | 2.5% |
| Other values (30) | 1695777 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 9520063 | |
| l | 4531042 | |
| r | 3835397 | |
| n | 3703267 | 8.5% |
| e | 3670776 | 8.4% |
| o | 3532012 | 8.1% |
| c | 3008379 | 6.9% |
| i | 2360352 | 5.4% |
| d | 2185128 | 5.0% |
| b | 1717608 | 3.9% |
| Other values (11) | 5545797 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 43272213 | |
| Space Separator | 337608 | 0.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 9520063 | |
| l | 4531042 | |
| r | 3835397 | |
| n | 3703267 | 8.6% |
| e | 3670776 | 8.5% |
| o | 3532012 | 8.2% |
| c | 3008379 | 7.0% |
| i | 2360352 | 5.5% |
| d | 2185128 | 5.0% |
| b | 1717608 | 4.0% |
| Other values (10) | 5208189 |
Space Separator
| Value | Count | Frequency (%) |
| 337608 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 43272213 | |
| Common | 337608 | 0.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 9520063 | |
| l | 4531042 | |
| r | 3835397 | |
| n | 3703267 | 8.6% |
| e | 3670776 | 8.5% |
| o | 3532012 | 8.2% |
| c | 3008379 | 7.0% |
| i | 2360352 | 5.5% |
| d | 2185128 | 5.0% |
| b | 1717608 | 4.0% |
| Other values (10) | 5208189 |
Common
| Value | Count | Frequency (%) |
| 337608 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 43609821 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 9520063 | |
| l | 4531042 | |
| r | 3835397 | |
| n | 3703267 | 8.5% |
| e | 3670776 | 8.4% |
| o | 3532012 | 8.1% |
| c | 3008379 | 6.9% |
| i | 2360352 | 5.4% |
| d | 2185128 | 5.0% |
| b | 1717608 | 3.9% |
| Other values (11) | 5545797 |
Town
Categorical
| Distinct | 1884 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 355.2 MiB |
| madrid | 352803 |
|---|---|
| barcelona | 220382 |
| valencia | 91691 |
| sevilla | 84752 |
| terrassa | 66997 |
| Other values (1879) |
Length
| Max length | 25 |
|---|---|
| Median length | 22 |
| Mean length | 10.386721 |
| Min length | 3 |
Characters and Unicode
| Total characters | 57415236 |
|---|---|
| Distinct characters | 29 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 9 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | torralba de calatrava |
|---|---|
| 2nd row | torralba de calatrava |
| 3rd row | torralba de calatrava |
| 4th row | torralba de calatrava |
| 5th row | torralba de calatrava |
Common Values
| Value | Count | Frequency (%) |
| madrid | 352803 | 6.4% |
| barcelona | 220382 | 4.0% |
| valencia | 91691 | 1.7% |
| sevilla | 84752 | 1.5% |
| terrassa | 66997 | 1.2% |
| sabadell | 64005 | 1.2% |
| alicante/alacant | 63025 | 1.1% |
| vigo | 55248 | 1.0% |
| malaga | 55163 | 1.0% |
| cordoba | 51296 | 0.9% |
| Other values (1874) | 4422392 |
Length
| Value | Count | Frequency (%) |
| de | 827915 | 9.5% |
| madrid | 352803 | 4.0% |
| del | 297452 | 3.4% |
| sant | 241253 | 2.8% |
| barcelona | 220382 | 2.5% |
| la | 214895 | 2.5% |
| valles | 128361 | 1.5% |
| llobregat | 101428 | 1.2% |
| valencia | 93930 | 1.1% |
| sevilla | 84752 | 1.0% |
| Other values (2046) | 6194480 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 9652351 | |
| e | 5745086 | |
| l | 5624238 | |
| r | 4294019 | 7.5% |
| o | 3425474 | 6.0% |
| 3229924 | 5.6% | |
| d | 3156758 | 5.5% |
| n | 3123478 | 5.4% |
| s | 2955643 | 5.1% |
| i | 2821441 | 4.9% |
| Other values (19) | 13386824 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 53890741 | |
| Space Separator | 3229924 | 5.6% |
| Other Punctuation | 207528 | 0.4% |
| Dash Punctuation | 87031 | 0.2% |
| Decimal Number | 12 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 9652351 | |
| e | 5745086 | |
| l | 5624238 | |
| r | 4294019 | 8.0% |
| o | 3425474 | 6.4% |
| d | 3156758 | 5.9% |
| n | 3123478 | 5.8% |
| s | 2955643 | 5.5% |
| i | 2821441 | 5.2% |
| t | 2323037 | 4.3% |
| Other values (14) | 10769216 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 202734 | |
| . | 4794 | 2.3% |
Space Separator
| Value | Count | Frequency (%) |
| 3229924 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 87031 |
Decimal Number
| Value | Count | Frequency (%) |
| 7 | 12 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 53890741 | |
| Common | 3524495 | 6.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 9652351 | |
| e | 5745086 | |
| l | 5624238 | |
| r | 4294019 | 8.0% |
| o | 3425474 | 6.4% |
| d | 3156758 | 5.9% |
| n | 3123478 | 5.8% |
| s | 2955643 | 5.5% |
| i | 2821441 | 5.2% |
| t | 2323037 | 4.3% |
| Other values (14) | 10769216 |
Common
| Value | Count | Frequency (%) |
| 3229924 | ||
| / | 202734 | 5.8% |
| - | 87031 | 2.5% |
| . | 4794 | 0.1% |
| 7 | 12 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 57415236 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 9652351 | |
| e | 5745086 | |
| l | 5624238 | |
| r | 4294019 | 7.5% |
| o | 3425474 | 6.0% |
| 3229924 | 5.6% | |
| d | 3156758 | 5.5% |
| n | 3123478 | 5.4% |
| s | 2955643 | 5.1% |
| i | 2821441 | 4.9% |
| Other values (19) | 13386824 |
TownCount
Real number (ℝ)
| Distinct | 1188 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 56625.732 |
| Minimum | 1 |
|---|---|
| Maximum | 401156 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 42.2 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1399 |
| Q1 | 5706 |
| median | 12897 |
| Q3 | 41902 |
| 95-th percentile | 401156 |
| Maximum | 401156 |
| Range | 401155 |
| Interquartile range (IQR) | 36196 |
Descriptive statistics
| Standard deviation | 107032.55 |
|---|---|
| Coefficient of variation (CV) | 1.8901752 |
| Kurtosis | 4.7882447 |
| Mean | 56625.732 |
| Median Absolute Deviation (MAD) | 9392 |
| Skewness | 2.485763 |
| Sum | 3.1301312 × 1011 |
| Variance | 1.1455968 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 401156 | 352803 | 6.4% |
| 290182 | 220382 | 4.0% |
| 124155 | 91691 | 1.7% |
| 100982 | 84752 | 1.5% |
| 77985 | 66997 | 1.2% |
| 75580 | 64005 | 1.2% |
| 68130 | 63025 | 1.1% |
| 61439 | 55248 | 1.0% |
| 72471 | 55163 | 1.0% |
| 56505 | 51296 | 0.9% |
| Other values (1178) | 4422392 |
| Value | Count | Frequency (%) |
| 1 | 4 | < 0.1% |
| 2 | 126 | < 0.1% |
| 3 | 19 | < 0.1% |
| 4 | 115 | < 0.1% |
| 5 | 32 | < 0.1% |
| 6 | 275 | |
| 7 | 48 | < 0.1% |
| 8 | 227 | |
| 9 | 74 | < 0.1% |
| 10 | 341 |
| Value | Count | Frequency (%) |
| 401156 | 352803 | |
| 290182 | 220382 | |
| 124155 | 91691 | 1.7% |
| 100982 | 84752 | 1.5% |
| 77985 | 66997 | 1.2% |
| 75580 | 64005 | 1.2% |
| 72471 | 55163 | 1.0% |
| 68130 | 63025 | 1.1% |
| 63033 | 47690 | 0.9% |
| 61439 | 55248 | 1.0% |
AutonomÃa_AndalucÃa
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 305.8 MiB |
| 0 | |
|---|---|
| 1 | 492174 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 5527754 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 5035580 | |
| 1 | 492174 | 8.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 5035580 | |
| 1 | 492174 | 8.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 5035580 | |
| 1 | 492174 | 8.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 5527754 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 5035580 | |
| 1 | 492174 | 8.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 5527754 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 5035580 | |
| 1 | 492174 | 8.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5527754 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 5035580 | |
| 1 | 492174 | 8.9% |
AutonomÃa_Aragón
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 305.8 MiB |
| 0 | |
|---|---|
| 1 | 24060 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 5527754 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 5503694 | |
| 1 | 24060 | 0.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 5503694 | |
| 1 | 24060 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 5503694 | |
| 1 | 24060 | 0.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 5527754 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 5503694 | |
| 1 | 24060 | 0.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 5527754 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 5503694 | |
| 1 | 24060 | 0.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5527754 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 5503694 | |
| 1 | 24060 | 0.4% |
AutonomÃa_Balears (Illes)
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 305.8 MiB |
| 0 | |
|---|---|
| 1 | 6627 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 5527754 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 5521127 | |
| 1 | 6627 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 5521127 | |
| 1 | 6627 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 5521127 | |
| 1 | 6627 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 5527754 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 5521127 | |
| 1 | 6627 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 5527754 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 5521127 | |
| 1 | 6627 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5527754 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 5521127 | |
| 1 | 6627 | 0.1% |
AutonomÃa_Castilla y León
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 305.8 MiB |
| 0 | |
|---|---|
| 1 | 467415 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 5527754 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 5060339 | |
| 1 | 467415 | 8.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 5060339 | |
| 1 | 467415 | 8.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 5060339 | |
| 1 | 467415 | 8.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 5527754 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 5060339 | |
| 1 | 467415 | 8.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 5527754 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 5060339 | |
| 1 | 467415 | 8.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5527754 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 5060339 | |
| 1 | 467415 | 8.5% |
AutonomÃa_Castilla-La Mancha
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 305.8 MiB |
| 0 | |
|---|---|
| 1 | 366677 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 5527754 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 5161077 | |
| 1 | 366677 | 6.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 5161077 | |
| 1 | 366677 | 6.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 5161077 | |
| 1 | 366677 | 6.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 5527754 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 5161077 | |
| 1 | 366677 | 6.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 5527754 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 5161077 | |
| 1 | 366677 | 6.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5527754 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 5161077 | |
| 1 | 366677 | 6.6% |
AutonomÃa_Cataluña
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 305.8 MiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 5527754 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 3222424 | |
| 1 | 2305330 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 3222424 | |
| 1 | 2305330 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3222424 | |
| 1 | 2305330 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 5527754 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3222424 | |
| 1 | 2305330 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 5527754 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 3222424 | |
| 1 | 2305330 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5527754 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 3222424 | |
| 1 | 2305330 |
AutonomÃa_Comunidad Valenciana
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 305.8 MiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 5527754 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 4634278 | |
| 1 | 893476 | 16.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 4634278 | |
| 1 | 893476 | 16.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 4634278 | |
| 1 | 893476 | 16.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 5527754 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 4634278 | |
| 1 | 893476 | 16.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 5527754 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 4634278 | |
| 1 | 893476 | 16.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5527754 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 4634278 | |
| 1 | 893476 | 16.2% |
AutonomÃa_Extremadura
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 305.8 MiB |
| 0 | |
|---|---|
| 1 | 5429 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 5527754 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 5522325 | |
| 1 | 5429 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 5522325 | |
| 1 | 5429 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 5522325 | |
| 1 | 5429 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 5527754 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 5522325 | |
| 1 | 5429 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 5527754 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 5522325 | |
| 1 | 5429 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5527754 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 5522325 | |
| 1 | 5429 | 0.1% |
AutonomÃa_Galicia
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 305.8 MiB |
| 0 | |
|---|---|
| 1 | 373087 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 5527754 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 5154667 | |
| 1 | 373087 | 6.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 5154667 | |
| 1 | 373087 | 6.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 5154667 | |
| 1 | 373087 | 6.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 5527754 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 5154667 | |
| 1 | 373087 | 6.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 5527754 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 5154667 | |
| 1 | 373087 | 6.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5527754 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 5154667 | |
| 1 | 373087 | 6.7% |
AutonomÃa_Madrid (Comunidad de)
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 305.8 MiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 5527754 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 5012380 | |
| 1 | 515374 | 9.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 5012380 | |
| 1 | 515374 | 9.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 5012380 | |
| 1 | 515374 | 9.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 5527754 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 5012380 | |
| 1 | 515374 | 9.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 5527754 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 5012380 | |
| 1 | 515374 | 9.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5527754 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 5012380 | |
| 1 | 515374 | 9.3% |
AutonomÃa_Navarra (Comunidad Foral de)
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 305.8 MiB |
| 0 | |
|---|---|
| 1 | 623 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 5527754 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 5527131 | |
| 1 | 623 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 5527131 | |
| 1 | 623 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 5527131 | |
| 1 | 623 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 5527754 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 5527131 | |
| 1 | 623 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 5527754 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 5527131 | |
| 1 | 623 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5527754 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 5527131 | |
| 1 | 623 | < 0.1% |
AutonomÃa_Rioja (La)
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 305.8 MiB |
| 0 | |
|---|---|
| 1 | 77482 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 5527754 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 5450272 | |
| 1 | 77482 | 1.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 5450272 | |
| 1 | 77482 | 1.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 5450272 | |
| 1 | 77482 | 1.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 5527754 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 5450272 | |
| 1 | 77482 | 1.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 5527754 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 5450272 | |
| 1 | 77482 | 1.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5527754 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 5450272 | |
| 1 | 77482 | 1.4% |
Madrid
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 305.8 MiB |
| 0 | |
|---|---|
| 1 | 352803 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 5527754 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 5174951 | |
| 1 | 352803 | 6.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 5174951 | |
| 1 | 352803 | 6.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 5174951 | |
| 1 | 352803 | 6.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 5527754 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 5174951 | |
| 1 | 352803 | 6.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 5527754 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 5174951 | |
| 1 | 352803 | 6.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5527754 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 5174951 | |
| 1 | 352803 | 6.4% |
| PipeId | No_Inspections | InspectionYear | Probability_rate | preventive_maintenance_rate | Age_pipe_at_inspection | Average_MonthsLastRev | MonthsLastRev | relative_risk | average_severity_pipe | YearBuilt | Diameter | Length | Pressure | NumConnections | aspect | Relative_Thickness | pipe_area | area_connection | incidence_area | Diameter2 | Length2 | Pressure2 | TownCount | No_Incidents | pipe_inspected_frequently | Incidence | NumConnectionsUnder | connection_bool | Severity_high | Severity_medium | Severity_low | gas_natural | Material_Acrylonitrile-Butadiene-Styrene | Material_Copper | Material_Fiberglass-Reinforced Plastic | Material_Polyethylene | Material_Polypropylene | Province | AutonomÃa_AndalucÃa | AutonomÃa_Aragón | AutonomÃa_Balears (Illes) | AutonomÃa_Castilla y León | AutonomÃa_Castilla-La Mancha | AutonomÃa_Cataluña | AutonomÃa_Comunidad Valenciana | AutonomÃa_Extremadura | AutonomÃa_Galicia | AutonomÃa_Madrid (Comunidad de) | AutonomÃa_Navarra (Comunidad Foral de) | AutonomÃa_Rioja (La) | Madrid | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| PipeId | 1.000 | 0.244 | -0.115 | -0.022 | -0.022 | -0.223 | 0.078 | 0.078 | -0.022 | 0.022 | 0.243 | 0.114 | -0.012 | 0.043 | -0.060 | -0.005 | 0.007 | 0.024 | -0.067 | -0.017 | 0.114 | -0.012 | 0.043 | -0.050 | 0.021 | 0.141 | 0.027 | 0.007 | 0.098 | 0.005 | 0.008 | 0.027 | 0.291 | 0.042 | 0.103 | 0.083 | 0.052 | 0.164 | 0.326 | 0.251 | 0.028 | 0.028 | 0.439 | 0.332 | 0.540 | 0.175 | 0.070 | 0.326 | 0.333 | 0.019 | 0.185 | 0.272 |
| No_Inspections | 0.244 | 1.000 | -0.160 | 0.013 | 0.013 | 0.316 | -0.212 | -0.142 | 0.013 | -0.013 | -0.362 | 0.153 | 0.118 | -0.112 | 0.052 | -0.186 | 0.139 | 0.167 | 0.029 | -0.010 | 0.153 | 0.118 | -0.112 | 0.245 | 0.018 | 0.155 | 0.032 | 0.011 | 0.066 | 0.004 | 0.006 | 0.033 | 0.518 | 0.072 | 0.158 | 0.063 | 0.079 | 0.244 | 0.150 | 0.082 | 0.090 | 0.062 | 0.114 | 0.130 | 0.170 | 0.107 | 0.068 | 0.097 | 0.266 | 0.043 | 0.047 | 0.260 |
| InspectionYear | -0.115 | -0.160 | 1.000 | 0.005 | 0.005 | 0.253 | -0.032 | 0.224 | 0.005 | -0.005 | 0.132 | -0.056 | 0.020 | 0.031 | 0.010 | 0.029 | -0.043 | -0.000 | 0.015 | -0.000 | -0.056 | 0.020 | 0.031 | -0.061 | 0.003 | 0.058 | 0.006 | 0.003 | 0.011 | 0.003 | 0.003 | 0.007 | 0.166 | 0.037 | 0.051 | 0.017 | 0.032 | 0.081 | 0.046 | 0.031 | 0.035 | 0.028 | 0.014 | 0.021 | 0.032 | 0.022 | 0.036 | 0.042 | 0.017 | 0.017 | 0.031 | 0.022 |
| Probability_rate | -0.022 | 0.013 | 0.005 | 1.000 | 1.000 | 0.038 | -0.034 | -0.037 | 1.000 | -1.000 | -0.039 | 0.003 | 0.053 | -0.029 | 0.083 | -0.037 | 0.022 | 0.048 | 0.064 | 0.495 | 0.003 | 0.053 | -0.029 | 0.043 | 0.697 | 0.011 | 0.572 | 0.000 | 0.087 | 0.142 | 0.193 | 0.530 | 0.116 | 0.002 | 0.070 | 0.046 | 0.027 | 0.008 | 0.034 | 0.009 | 0.004 | 0.002 | 0.015 | 0.013 | 0.012 | 0.020 | 0.041 | 0.018 | 0.088 | 0.007 | 0.007 | 0.093 |
| preventive_maintenance_rate | -0.022 | 0.013 | 0.005 | 1.000 | 1.000 | 0.038 | -0.034 | -0.037 | 1.000 | -1.000 | -0.039 | 0.003 | 0.053 | -0.029 | 0.083 | -0.037 | 0.022 | 0.048 | 0.064 | 0.495 | 0.003 | 0.053 | -0.029 | 0.043 | 0.626 | 0.011 | 0.569 | 0.000 | 0.087 | 0.208 | 0.263 | 0.551 | 0.118 | 0.001 | 0.070 | 0.049 | 0.028 | 0.008 | 0.032 | 0.009 | 0.005 | 0.003 | 0.015 | 0.013 | 0.016 | 0.020 | 0.039 | 0.018 | 0.089 | 0.007 | 0.007 | 0.095 |
| Age_pipe_at_inspection | -0.223 | 0.316 | 0.253 | 0.038 | 0.038 | 1.000 | 0.186 | 0.153 | 0.038 | -0.038 | -0.915 | 0.103 | 0.035 | -0.247 | 0.075 | -0.194 | 0.216 | 0.070 | 0.052 | 0.005 | 0.103 | 0.035 | -0.247 | 0.353 | 0.031 | 0.074 | 0.030 | 0.007 | 0.106 | 0.007 | 0.014 | 0.027 | 0.269 | 0.054 | 0.102 | 0.242 | 0.108 | 0.162 | 0.133 | 0.114 | 0.038 | 0.020 | 0.039 | 0.113 | 0.232 | 0.145 | 0.071 | 0.111 | 0.160 | 0.026 | 0.013 | 0.189 |
| Average_MonthsLastRev | 0.078 | -0.212 | -0.032 | -0.034 | -0.034 | 0.186 | 1.000 | 0.560 | -0.034 | 0.034 | -0.189 | 0.040 | -0.058 | -0.101 | -0.020 | -0.051 | 0.089 | -0.044 | -0.022 | -0.018 | 0.040 | -0.058 | -0.101 | -0.020 | 0.018 | 0.403 | 0.031 | 0.004 | 0.041 | 0.008 | 0.010 | 0.030 | 0.116 | 0.029 | 0.074 | 0.025 | 0.066 | 0.177 | 0.185 | 0.034 | 0.028 | 0.041 | 0.097 | 0.272 | 0.321 | 0.006 | 0.116 | 0.061 | 0.386 | 0.067 | 0.052 | 0.315 |
| MonthsLastRev | 0.078 | -0.142 | 0.224 | -0.037 | -0.037 | 0.153 | 0.560 | 1.000 | -0.037 | 0.037 | -0.054 | 0.027 | -0.026 | -0.073 | -0.009 | -0.055 | 0.067 | -0.018 | -0.013 | -0.022 | 0.027 | -0.026 | -0.073 | -0.085 | 0.020 | 0.294 | 0.035 | 0.004 | 0.026 | 0.010 | 0.015 | 0.032 | 0.118 | 0.029 | 0.061 | 0.046 | 0.051 | 0.099 | 0.192 | 0.099 | 0.038 | 0.034 | 0.063 | 0.213 | 0.267 | 0.087 | 0.066 | 0.093 | 0.450 | 0.052 | 0.058 | 0.373 |
| relative_risk | -0.022 | 0.013 | 0.005 | 1.000 | 1.000 | 0.038 | -0.034 | -0.037 | 1.000 | -1.000 | -0.040 | 0.003 | 0.053 | -0.029 | 0.083 | -0.037 | 0.022 | 0.048 | 0.064 | 0.495 | 0.003 | 0.053 | -0.029 | 0.043 | 0.997 | 0.009 | 0.509 | 0.000 | 0.087 | 0.179 | 0.241 | 0.453 | 0.042 | 0.001 | 0.033 | 0.044 | 0.026 | 0.008 | 0.030 | 0.007 | 0.004 | 0.002 | 0.015 | 0.009 | 0.011 | 0.020 | 0.014 | 0.014 | 0.086 | 0.004 | 0.007 | 0.089 |
| average_severity_pipe | 0.022 | -0.013 | -0.005 | -1.000 | -1.000 | -0.038 | 0.034 | 0.037 | -1.000 | 1.000 | 0.039 | -0.003 | -0.053 | 0.029 | -0.083 | 0.037 | -0.022 | -0.048 | -0.064 | -0.495 | -0.003 | -0.053 | 0.029 | -0.043 | 0.348 | 0.008 | 0.457 | 0.000 | 0.056 | 0.411 | 0.361 | 0.339 | 0.073 | 0.004 | 0.044 | 0.038 | 0.023 | 0.011 | 0.018 | 0.006 | 0.003 | 0.000 | 0.010 | 0.007 | 0.005 | 0.016 | 0.011 | 0.006 | 0.044 | 0.004 | 0.005 | 0.037 |
| YearBuilt | 0.243 | -0.362 | 0.132 | -0.039 | -0.039 | -0.915 | -0.189 | -0.054 | -0.040 | 0.039 | 1.000 | -0.117 | -0.029 | 0.270 | -0.078 | 0.211 | -0.239 | -0.069 | -0.053 | -0.007 | -0.117 | -0.029 | 0.270 | -0.383 | 0.038 | 0.091 | 0.040 | 0.015 | 0.120 | 0.010 | 0.016 | 0.037 | 0.376 | 0.099 | 0.138 | 0.273 | 0.156 | 0.421 | 0.167 | 0.131 | 0.085 | 0.035 | 0.052 | 0.124 | 0.252 | 0.165 | 0.107 | 0.134 | 0.208 | 0.031 | 0.026 | 0.244 |
| Diameter | 0.114 | 0.153 | -0.056 | 0.003 | 0.003 | 0.103 | 0.040 | 0.027 | 0.003 | -0.003 | -0.117 | 1.000 | 0.013 | -0.352 | -0.177 | -0.447 | 0.605 | 0.292 | -0.269 | -0.007 | 1.000 | 0.013 | -0.352 | 0.216 | 0.019 | 0.034 | 0.020 | 0.004 | 0.092 | 0.009 | 0.007 | 0.019 | 0.215 | 0.277 | 0.089 | 0.289 | 0.351 | 0.032 | 0.155 | 0.097 | 0.144 | 0.022 | 0.202 | 0.099 | 0.103 | 0.173 | 0.034 | 0.045 | 0.231 | 0.011 | 0.054 | 0.282 |
| Length | -0.012 | 0.118 | 0.020 | 0.053 | 0.053 | 0.035 | -0.058 | -0.026 | 0.053 | -0.053 | -0.029 | 0.013 | 1.000 | 0.004 | 0.532 | -0.494 | -0.005 | 0.954 | 0.381 | 0.023 | 0.013 | 1.000 | 0.004 | -0.008 | 0.031 | 0.045 | 0.029 | 0.005 | 0.502 | 0.009 | 0.010 | 0.026 | 0.013 | 0.015 | 0.004 | 0.025 | 0.022 | 0.006 | 0.028 | 0.012 | 0.006 | 0.008 | 0.018 | 0.016 | 0.031 | 0.042 | 0.011 | 0.013 | 0.010 | 0.003 | 0.012 | 0.008 |
| Pressure | 0.043 | -0.112 | 0.031 | -0.029 | -0.029 | -0.247 | -0.101 | -0.073 | -0.029 | 0.029 | 0.270 | -0.352 | 0.004 | 1.000 | -0.132 | 0.830 | -0.942 | -0.086 | -0.089 | -0.009 | -0.352 | 0.004 | 1.000 | -0.285 | 0.005 | 0.041 | 0.005 | 0.002 | 0.111 | 0.002 | 0.001 | 0.004 | 0.033 | 0.890 | 0.012 | 0.035 | 0.745 | 0.014 | 0.101 | 0.031 | 0.179 | 0.018 | 0.035 | 0.084 | 0.059 | 0.069 | 0.008 | 0.045 | 0.050 | 0.003 | 0.046 | 0.053 |
| NumConnections | -0.060 | 0.052 | 0.010 | 0.083 | 0.083 | 0.075 | -0.020 | -0.009 | 0.083 | -0.083 | -0.078 | -0.177 | 0.532 | -0.132 | 1.000 | -0.334 | 0.054 | 0.451 | 0.943 | 0.038 | -0.177 | 0.532 | -0.132 | 0.042 | 0.051 | 0.003 | 0.047 | 0.011 | 0.518 | 0.013 | 0.016 | 0.043 | 0.030 | 0.062 | 0.018 | 0.014 | 0.047 | 0.009 | 0.023 | 0.025 | 0.006 | 0.007 | 0.017 | 0.007 | 0.042 | 0.021 | 0.008 | 0.013 | 0.007 | 0.000 | 0.004 | 0.008 |
| aspect | -0.005 | -0.186 | 0.029 | -0.037 | -0.037 | -0.194 | -0.051 | -0.055 | -0.037 | 0.037 | 0.211 | -0.447 | -0.494 | 0.830 | -0.334 | 1.000 | -0.840 | -0.593 | -0.213 | -0.011 | -0.447 | -0.494 | 0.830 | -0.223 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.002 | 0.005 | 0.000 | 0.002 | 0.000 | 0.002 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.001 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| Relative_Thickness | 0.007 | 0.139 | -0.043 | 0.022 | 0.022 | 0.216 | 0.089 | 0.067 | 0.022 | -0.022 | -0.239 | 0.605 | -0.005 | -0.942 | 0.054 | -0.840 | 1.000 | 0.158 | -0.013 | 0.004 | 0.605 | -0.005 | -0.942 | 0.296 | 0.034 | 0.087 | 0.025 | 0.002 | 0.099 | 0.015 | 0.012 | 0.019 | 0.065 | 0.126 | 0.024 | 0.439 | 0.169 | 0.018 | 0.176 | 0.066 | 0.032 | 0.016 | 0.144 | 0.129 | 0.229 | 0.134 | 0.015 | 0.130 | 0.324 | 0.005 | 0.058 | 0.421 |
| pipe_area | 0.024 | 0.167 | -0.000 | 0.048 | 0.048 | 0.070 | -0.044 | -0.018 | 0.048 | -0.048 | -0.069 | 0.292 | 0.954 | -0.086 | 0.451 | -0.593 | 0.158 | 1.000 | 0.282 | 0.018 | 0.292 | 0.954 | -0.086 | 0.060 | 0.032 | 0.025 | 0.024 | 0.001 | 0.290 | 0.011 | 0.009 | 0.020 | 0.046 | 0.102 | 0.020 | 0.042 | 0.102 | 0.011 | 0.037 | 0.030 | 0.034 | 0.002 | 0.035 | 0.025 | 0.024 | 0.039 | 0.006 | 0.011 | 0.061 | 0.003 | 0.015 | 0.084 |
| area_connection | -0.067 | 0.029 | 0.015 | 0.064 | 0.064 | 0.052 | -0.022 | -0.013 | 0.064 | -0.064 | -0.053 | -0.269 | 0.381 | -0.089 | 0.943 | -0.213 | -0.013 | 0.282 | 1.000 | 0.031 | -0.269 | 0.381 | -0.089 | 0.024 | 0.000 | 0.002 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.003 | 0.002 | 0.011 | 0.000 | 0.002 | 0.000 | 0.003 | 0.000 | 0.000 | 0.000 | 0.002 | 0.002 | 0.001 | 0.000 | 0.000 | 0.002 | 0.000 | 0.000 | 0.000 | 0.000 |
| incidence_area | -0.017 | -0.010 | -0.000 | 0.495 | 0.495 | 0.005 | -0.018 | -0.022 | 0.495 | -0.495 | -0.007 | -0.007 | 0.023 | -0.009 | 0.038 | -0.011 | 0.004 | 0.018 | 0.031 | 1.000 | -0.007 | 0.023 | -0.009 | 0.011 | 0.026 | 0.000 | 0.097 | 0.000 | 0.000 | 0.000 | 0.004 | 0.108 | 0.015 | 0.000 | 0.028 | 0.000 | 0.005 | 0.002 | 0.002 | 0.002 | 0.000 | 0.000 | 0.001 | 0.000 | 0.002 | 0.000 | 0.008 | 0.001 | 0.003 | 0.000 | 0.000 | 0.000 |
| Diameter2 | 0.114 | 0.153 | -0.056 | 0.003 | 0.003 | 0.103 | 0.040 | 0.027 | 0.003 | -0.003 | -0.117 | 1.000 | 0.013 | -0.352 | -0.177 | -0.447 | 0.605 | 0.292 | -0.269 | -0.007 | 1.000 | 0.013 | -0.352 | 0.216 | 0.013 | 0.019 | 0.008 | 0.001 | 0.076 | 0.007 | 0.004 | 0.005 | 0.052 | 0.228 | 0.019 | 0.195 | 0.262 | 0.019 | 0.105 | 0.037 | 0.140 | 0.007 | 0.033 | 0.041 | 0.068 | 0.044 | 0.010 | 0.027 | 0.194 | 0.004 | 0.035 | 0.253 |
| Length2 | -0.012 | 0.118 | 0.020 | 0.053 | 0.053 | 0.035 | -0.058 | -0.026 | 0.053 | -0.053 | -0.029 | 0.013 | 1.000 | 0.004 | 0.532 | -0.494 | -0.005 | 0.954 | 0.381 | 0.023 | 0.013 | 1.000 | 0.004 | -0.008 | 0.030 | 0.032 | 0.028 | 0.005 | 0.466 | 0.009 | 0.009 | 0.025 | 0.011 | 0.013 | 0.002 | 0.022 | 0.020 | 0.003 | 0.023 | 0.009 | 0.005 | 0.005 | 0.010 | 0.016 | 0.029 | 0.034 | 0.008 | 0.006 | 0.009 | 0.003 | 0.007 | 0.008 |
| Pressure2 | 0.043 | -0.112 | 0.031 | -0.029 | -0.029 | -0.247 | -0.101 | -0.073 | -0.029 | 0.029 | 0.270 | -0.352 | 0.004 | 1.000 | -0.132 | 0.830 | -0.942 | -0.086 | -0.089 | -0.009 | -0.352 | 0.004 | 1.000 | -0.285 | 0.003 | 0.033 | 0.003 | 0.000 | 0.044 | 0.000 | 0.001 | 0.003 | 0.013 | 0.358 | 0.005 | 0.014 | 0.299 | 0.006 | 0.087 | 0.028 | 0.079 | 0.002 | 0.028 | 0.083 | 0.055 | 0.064 | 0.003 | 0.034 | 0.030 | 0.000 | 0.008 | 0.022 |
| TownCount | -0.050 | 0.245 | -0.061 | 0.043 | 0.043 | 0.353 | -0.020 | -0.085 | 0.043 | -0.043 | -0.383 | 0.216 | -0.008 | -0.285 | 0.042 | -0.223 | 0.296 | 0.060 | 0.024 | 0.011 | 0.216 | -0.008 | -0.285 | 1.000 | 0.045 | 0.126 | 0.035 | 0.002 | 0.050 | 0.015 | 0.012 | 0.031 | 0.077 | 0.056 | 0.026 | 0.298 | 0.148 | 0.019 | 0.580 | 0.446 | 0.039 | 0.020 | 0.126 | 0.157 | 0.356 | 0.331 | 0.018 | 0.142 | 0.816 | 0.006 | 0.070 | 1.000 |
| No_Incidents | 0.021 | 0.018 | 0.003 | 0.697 | 0.626 | 0.031 | 0.018 | 0.020 | 0.997 | 0.348 | 0.038 | 0.019 | 0.031 | 0.005 | 0.051 | 0.000 | 0.034 | 0.032 | 0.000 | 0.026 | 0.013 | 0.030 | 0.003 | 0.045 | 1.000 | 0.009 | 0.505 | 0.000 | 0.087 | 0.137 | 0.186 | 0.451 | 0.037 | 0.000 | 0.030 | 0.044 | 0.026 | 0.002 | 0.045 | 0.007 | 0.002 | 0.002 | 0.015 | 0.010 | 0.010 | 0.020 | 0.014 | 0.014 | 0.086 | 0.002 | 0.007 | 0.088 |
| pipe_inspected_frequently | 0.141 | 0.155 | 0.058 | 0.011 | 0.011 | 0.074 | 0.403 | 0.294 | 0.009 | 0.008 | 0.091 | 0.034 | 0.045 | 0.041 | 0.003 | 0.000 | 0.087 | 0.025 | 0.002 | 0.000 | 0.019 | 0.032 | 0.033 | 0.126 | 0.009 | 1.000 | 0.005 | 0.001 | 0.007 | 0.001 | 0.001 | 0.005 | 0.038 | 0.027 | 0.013 | 0.012 | 0.036 | 0.018 | 0.221 | 0.028 | 0.020 | 0.012 | 0.024 | 0.096 | 0.141 | 0.001 | 0.012 | 0.053 | 0.105 | 0.004 | 0.012 | 0.082 |
| Incidence | 0.027 | 0.032 | 0.006 | 0.572 | 0.569 | 0.030 | 0.031 | 0.035 | 0.509 | 0.457 | 0.040 | 0.020 | 0.029 | 0.005 | 0.047 | 0.000 | 0.025 | 0.024 | 0.000 | 0.097 | 0.008 | 0.028 | 0.003 | 0.035 | 0.505 | 0.005 | 1.000 | 0.000 | 0.041 | 0.276 | 0.374 | 0.885 | 0.043 | 0.000 | 0.029 | 0.018 | 0.014 | 0.001 | 0.040 | 0.002 | 0.000 | 0.001 | 0.007 | 0.003 | 0.005 | 0.010 | 0.010 | 0.005 | 0.038 | 0.002 | 0.003 | 0.034 |
| NumConnectionsUnder | 0.007 | 0.011 | 0.003 | 0.000 | 0.000 | 0.007 | 0.004 | 0.004 | 0.000 | 0.000 | 0.015 | 0.004 | 0.005 | 0.002 | 0.011 | 0.000 | 0.002 | 0.001 | 0.000 | 0.000 | 0.001 | 0.005 | 0.000 | 0.002 | 0.000 | 0.001 | 0.000 | 1.000 | 0.007 | 0.000 | 0.000 | 0.000 | 0.003 | 0.003 | 0.008 | 0.000 | 0.001 | 0.012 | 0.009 | 0.003 | 0.001 | 0.000 | 0.000 | 0.001 | 0.004 | 0.004 | 0.000 | 0.000 | 0.002 | 0.000 | 0.003 | 0.001 |
| connection_bool | 0.098 | 0.066 | 0.011 | 0.087 | 0.087 | 0.106 | 0.041 | 0.026 | 0.087 | 0.056 | 0.120 | 0.092 | 0.502 | 0.111 | 0.518 | 0.000 | 0.099 | 0.290 | 0.000 | 0.000 | 0.076 | 0.466 | 0.044 | 0.050 | 0.087 | 0.007 | 0.041 | 0.007 | 1.000 | 0.011 | 0.016 | 0.036 | 0.028 | 0.116 | 0.013 | 0.001 | 0.099 | 0.011 | 0.078 | 0.026 | 0.013 | 0.008 | 0.021 | 0.011 | 0.046 | 0.002 | 0.002 | 0.017 | 0.007 | 0.002 | 0.001 | 0.004 |
| Severity_high | 0.005 | 0.004 | 0.003 | 0.142 | 0.208 | 0.007 | 0.008 | 0.010 | 0.179 | 0.411 | 0.010 | 0.009 | 0.009 | 0.002 | 0.013 | 0.000 | 0.015 | 0.011 | 0.000 | 0.000 | 0.007 | 0.009 | 0.000 | 0.015 | 0.137 | 0.001 | 0.276 | 0.000 | 0.011 | 1.000 | 0.000 | 0.000 | 0.001 | 0.001 | 0.003 | 0.016 | 0.007 | 0.001 | 0.012 | 0.001 | 0.000 | 0.000 | 0.001 | 0.002 | 0.001 | 0.003 | 0.000 | 0.002 | 0.011 | 0.000 | 0.001 | 0.014 |
| Severity_medium | 0.008 | 0.006 | 0.003 | 0.193 | 0.263 | 0.014 | 0.010 | 0.015 | 0.241 | 0.361 | 0.016 | 0.007 | 0.010 | 0.001 | 0.016 | 0.000 | 0.012 | 0.009 | 0.000 | 0.004 | 0.004 | 0.009 | 0.001 | 0.012 | 0.186 | 0.001 | 0.374 | 0.000 | 0.016 | 0.000 | 1.000 | 0.000 | 0.002 | 0.001 | 0.000 | 0.013 | 0.006 | 0.002 | 0.014 | 0.004 | 0.000 | 0.000 | 0.003 | 0.003 | 0.009 | 0.006 | 0.000 | 0.004 | 0.006 | 0.000 | 0.001 | 0.008 |
| Severity_low | 0.027 | 0.033 | 0.007 | 0.530 | 0.551 | 0.027 | 0.030 | 0.032 | 0.453 | 0.339 | 0.037 | 0.019 | 0.026 | 0.004 | 0.043 | 0.000 | 0.019 | 0.020 | 0.000 | 0.108 | 0.005 | 0.025 | 0.003 | 0.031 | 0.451 | 0.005 | 0.885 | 0.000 | 0.036 | 0.000 | 0.000 | 1.000 | 0.048 | 0.001 | 0.031 | 0.010 | 0.012 | 0.000 | 0.039 | 0.001 | 0.000 | 0.001 | 0.006 | 0.001 | 0.010 | 0.008 | 0.012 | 0.003 | 0.037 | 0.002 | 0.003 | 0.031 |
| gas_natural | 0.291 | 0.518 | 0.166 | 0.116 | 0.118 | 0.269 | 0.116 | 0.118 | 0.042 | 0.073 | 0.376 | 0.215 | 0.013 | 0.033 | 0.030 | 0.000 | 0.065 | 0.046 | 0.003 | 0.015 | 0.052 | 0.011 | 0.013 | 0.077 | 0.037 | 0.038 | 0.043 | 0.003 | 0.028 | 0.001 | 0.002 | 0.048 | 1.000 | 0.023 | 0.260 | 0.019 | 0.031 | 0.001 | 0.183 | 0.008 | 0.066 | 0.005 | 0.010 | 0.021 | 0.017 | 0.037 | 0.041 | 0.030 | 0.015 | 0.010 | 0.012 | 0.035 |
| Material_Acrylonitrile-Butadiene-Styrene | 0.042 | 0.072 | 0.037 | 0.002 | 0.001 | 0.054 | 0.029 | 0.029 | 0.001 | 0.004 | 0.099 | 0.277 | 0.015 | 0.890 | 0.062 | 0.002 | 0.126 | 0.102 | 0.002 | 0.000 | 0.228 | 0.013 | 0.358 | 0.056 | 0.000 | 0.027 | 0.000 | 0.003 | 0.116 | 0.001 | 0.001 | 0.001 | 0.023 | 1.000 | 0.013 | 0.038 | 0.837 | 0.016 | 0.178 | 0.025 | 0.144 | 0.008 | 0.038 | 0.015 | 0.007 | 0.007 | 0.007 | 0.004 | 0.042 | 0.002 | 0.013 | 0.025 |
| Material_Copper | 0.103 | 0.158 | 0.051 | 0.070 | 0.070 | 0.102 | 0.074 | 0.061 | 0.033 | 0.044 | 0.138 | 0.089 | 0.004 | 0.012 | 0.018 | 0.005 | 0.024 | 0.020 | 0.011 | 0.028 | 0.019 | 0.002 | 0.005 | 0.026 | 0.030 | 0.013 | 0.029 | 0.008 | 0.013 | 0.003 | 0.000 | 0.031 | 0.260 | 0.013 | 1.000 | 0.007 | 0.152 | 0.003 | 0.071 | 0.010 | 0.003 | 0.002 | 0.007 | 0.028 | 0.031 | 0.010 | 0.058 | 0.010 | 0.012 | 0.002 | 0.005 | 0.013 |
| Material_Fiberglass-Reinforced Plastic | 0.083 | 0.063 | 0.017 | 0.046 | 0.049 | 0.242 | 0.025 | 0.046 | 0.044 | 0.038 | 0.273 | 0.289 | 0.025 | 0.035 | 0.014 | 0.000 | 0.439 | 0.042 | 0.000 | 0.000 | 0.195 | 0.022 | 0.014 | 0.298 | 0.044 | 0.012 | 0.018 | 0.000 | 0.001 | 0.016 | 0.013 | 0.010 | 0.019 | 0.038 | 0.007 | 1.000 | 0.439 | 0.008 | 0.178 | 0.024 | 0.009 | 0.005 | 0.043 | 0.038 | 0.045 | 0.059 | 0.004 | 0.038 | 0.140 | 0.001 | 0.017 | 0.183 |
| Material_Polyethylene | 0.052 | 0.079 | 0.032 | 0.027 | 0.028 | 0.108 | 0.066 | 0.051 | 0.026 | 0.023 | 0.156 | 0.351 | 0.022 | 0.745 | 0.047 | 0.002 | 0.169 | 0.102 | 0.002 | 0.005 | 0.262 | 0.020 | 0.299 | 0.148 | 0.026 | 0.036 | 0.014 | 0.001 | 0.099 | 0.007 | 0.006 | 0.012 | 0.031 | 0.837 | 0.152 | 0.439 | 1.000 | 0.182 | 0.191 | 0.020 | 0.120 | 0.010 | 0.053 | 0.025 | 0.018 | 0.040 | 0.001 | 0.009 | 0.102 | 0.002 | 0.020 | 0.103 |
| Material_Polypropylene | 0.164 | 0.244 | 0.081 | 0.008 | 0.008 | 0.162 | 0.177 | 0.099 | 0.008 | 0.011 | 0.421 | 0.032 | 0.006 | 0.014 | 0.009 | 0.000 | 0.018 | 0.011 | 0.000 | 0.002 | 0.019 | 0.003 | 0.006 | 0.019 | 0.002 | 0.018 | 0.001 | 0.012 | 0.011 | 0.001 | 0.002 | 0.000 | 0.001 | 0.016 | 0.003 | 0.008 | 0.182 | 1.000 | 0.071 | 0.056 | 0.002 | 0.001 | 0.008 | 0.007 | 0.018 | 0.016 | 0.000 | 0.013 | 0.011 | 0.005 | 0.001 | 0.012 |
| Province | 0.326 | 0.150 | 0.046 | 0.034 | 0.032 | 0.133 | 0.185 | 0.192 | 0.030 | 0.018 | 0.167 | 0.155 | 0.028 | 0.101 | 0.023 | 0.002 | 0.176 | 0.037 | 0.003 | 0.002 | 0.105 | 0.023 | 0.087 | 0.580 | 0.045 | 0.221 | 0.040 | 0.009 | 0.078 | 0.012 | 0.014 | 0.039 | 0.183 | 0.178 | 0.071 | 0.178 | 0.191 | 0.071 | 1.000 | 0.999 | 1.000 | 0.103 | 1.000 | 1.000 | 0.992 | 0.981 | 0.097 | 0.999 | 0.994 | 0.061 | 1.000 | 0.810 |
| AutonomÃa_AndalucÃa | 0.251 | 0.082 | 0.031 | 0.009 | 0.009 | 0.114 | 0.034 | 0.099 | 0.007 | 0.006 | 0.131 | 0.097 | 0.012 | 0.031 | 0.025 | 0.000 | 0.066 | 0.030 | 0.000 | 0.002 | 0.037 | 0.009 | 0.028 | 0.446 | 0.007 | 0.028 | 0.002 | 0.003 | 0.026 | 0.001 | 0.004 | 0.001 | 0.008 | 0.025 | 0.010 | 0.024 | 0.020 | 0.056 | 0.999 | 1.000 | 0.021 | 0.011 | 0.095 | 0.083 | 0.264 | 0.137 | 0.010 | 0.084 | 0.100 | 0.003 | 0.037 | 0.082 |
| AutonomÃa_Aragón | 0.028 | 0.090 | 0.035 | 0.004 | 0.005 | 0.038 | 0.028 | 0.038 | 0.004 | 0.003 | 0.085 | 0.144 | 0.006 | 0.179 | 0.006 | 0.000 | 0.032 | 0.034 | 0.000 | 0.000 | 0.140 | 0.005 | 0.079 | 0.039 | 0.002 | 0.020 | 0.000 | 0.001 | 0.013 | 0.000 | 0.000 | 0.000 | 0.066 | 0.144 | 0.003 | 0.009 | 0.120 | 0.002 | 1.000 | 0.021 | 1.000 | 0.002 | 0.020 | 0.018 | 0.056 | 0.029 | 0.002 | 0.018 | 0.021 | 0.000 | 0.008 | 0.017 |
| AutonomÃa_Balears (Illes) | 0.028 | 0.062 | 0.028 | 0.002 | 0.003 | 0.020 | 0.041 | 0.034 | 0.002 | 0.000 | 0.035 | 0.022 | 0.008 | 0.018 | 0.007 | 0.000 | 0.016 | 0.002 | 0.000 | 0.000 | 0.007 | 0.005 | 0.002 | 0.020 | 0.002 | 0.012 | 0.001 | 0.000 | 0.008 | 0.000 | 0.000 | 0.001 | 0.005 | 0.008 | 0.002 | 0.005 | 0.010 | 0.001 | 0.103 | 0.011 | 0.002 | 1.000 | 0.011 | 0.009 | 0.029 | 0.015 | 0.001 | 0.009 | 0.011 | 0.000 | 0.004 | 0.009 |
| AutonomÃa_Castilla y León | 0.439 | 0.114 | 0.014 | 0.015 | 0.015 | 0.039 | 0.097 | 0.063 | 0.015 | 0.010 | 0.052 | 0.202 | 0.018 | 0.035 | 0.017 | 0.000 | 0.144 | 0.035 | 0.002 | 0.001 | 0.033 | 0.010 | 0.028 | 0.126 | 0.015 | 0.024 | 0.007 | 0.000 | 0.021 | 0.001 | 0.003 | 0.006 | 0.010 | 0.038 | 0.007 | 0.043 | 0.053 | 0.008 | 1.000 | 0.095 | 0.020 | 0.011 | 1.000 | 0.081 | 0.257 | 0.133 | 0.010 | 0.082 | 0.097 | 0.003 | 0.036 | 0.079 |
| AutonomÃa_Castilla-La Mancha | 0.332 | 0.130 | 0.021 | 0.013 | 0.013 | 0.113 | 0.272 | 0.213 | 0.009 | 0.007 | 0.124 | 0.099 | 0.016 | 0.084 | 0.007 | 0.000 | 0.129 | 0.025 | 0.002 | 0.000 | 0.041 | 0.016 | 0.083 | 0.157 | 0.010 | 0.096 | 0.003 | 0.001 | 0.011 | 0.002 | 0.003 | 0.001 | 0.021 | 0.015 | 0.028 | 0.038 | 0.025 | 0.007 | 1.000 | 0.083 | 0.018 | 0.009 | 0.081 | 1.000 | 0.225 | 0.117 | 0.008 | 0.072 | 0.085 | 0.003 | 0.032 | 0.070 |
| AutonomÃa_Cataluña | 0.540 | 0.170 | 0.032 | 0.012 | 0.016 | 0.232 | 0.321 | 0.267 | 0.011 | 0.005 | 0.252 | 0.103 | 0.031 | 0.059 | 0.042 | 0.001 | 0.229 | 0.024 | 0.001 | 0.002 | 0.068 | 0.029 | 0.055 | 0.356 | 0.010 | 0.141 | 0.005 | 0.004 | 0.046 | 0.001 | 0.009 | 0.010 | 0.017 | 0.007 | 0.031 | 0.045 | 0.018 | 0.018 | 0.992 | 0.264 | 0.056 | 0.029 | 0.257 | 0.225 | 1.000 | 0.371 | 0.027 | 0.228 | 0.271 | 0.009 | 0.101 | 0.221 |
| AutonomÃa_Comunidad Valenciana | 0.175 | 0.107 | 0.022 | 0.020 | 0.020 | 0.145 | 0.006 | 0.087 | 0.020 | 0.016 | 0.165 | 0.173 | 0.042 | 0.069 | 0.021 | 0.000 | 0.134 | 0.039 | 0.000 | 0.000 | 0.044 | 0.034 | 0.064 | 0.331 | 0.020 | 0.001 | 0.010 | 0.004 | 0.002 | 0.003 | 0.006 | 0.008 | 0.037 | 0.007 | 0.010 | 0.059 | 0.040 | 0.016 | 0.981 | 0.137 | 0.029 | 0.015 | 0.133 | 0.117 | 0.371 | 1.000 | 0.014 | 0.118 | 0.141 | 0.005 | 0.052 | 0.115 |
| AutonomÃa_Extremadura | 0.070 | 0.068 | 0.036 | 0.041 | 0.039 | 0.071 | 0.116 | 0.066 | 0.014 | 0.011 | 0.107 | 0.034 | 0.011 | 0.008 | 0.008 | 0.000 | 0.015 | 0.006 | 0.000 | 0.008 | 0.010 | 0.008 | 0.003 | 0.018 | 0.014 | 0.012 | 0.010 | 0.000 | 0.002 | 0.000 | 0.000 | 0.012 | 0.041 | 0.007 | 0.058 | 0.004 | 0.001 | 0.000 | 0.097 | 0.010 | 0.002 | 0.001 | 0.010 | 0.008 | 0.027 | 0.014 | 1.000 | 0.008 | 0.010 | 0.000 | 0.004 | 0.008 |
| AutonomÃa_Galicia | 0.326 | 0.097 | 0.042 | 0.018 | 0.018 | 0.111 | 0.061 | 0.093 | 0.014 | 0.006 | 0.134 | 0.045 | 0.013 | 0.045 | 0.013 | 0.000 | 0.130 | 0.011 | 0.002 | 0.001 | 0.027 | 0.006 | 0.034 | 0.142 | 0.014 | 0.053 | 0.005 | 0.000 | 0.017 | 0.002 | 0.004 | 0.003 | 0.030 | 0.004 | 0.010 | 0.038 | 0.009 | 0.013 | 0.999 | 0.084 | 0.018 | 0.009 | 0.082 | 0.072 | 0.228 | 0.118 | 0.008 | 1.000 | 0.086 | 0.003 | 0.032 | 0.070 |
| AutonomÃa_Madrid (Comunidad de) | 0.333 | 0.266 | 0.017 | 0.088 | 0.089 | 0.160 | 0.386 | 0.450 | 0.086 | 0.044 | 0.208 | 0.231 | 0.010 | 0.050 | 0.007 | 0.000 | 0.324 | 0.061 | 0.000 | 0.003 | 0.194 | 0.009 | 0.030 | 0.816 | 0.086 | 0.105 | 0.038 | 0.002 | 0.007 | 0.011 | 0.006 | 0.037 | 0.015 | 0.042 | 0.012 | 0.140 | 0.102 | 0.011 | 0.994 | 0.100 | 0.021 | 0.011 | 0.097 | 0.085 | 0.271 | 0.141 | 0.010 | 0.086 | 1.000 | 0.003 | 0.038 | 0.814 |
| AutonomÃa_Navarra (Comunidad Foral de) | 0.019 | 0.043 | 0.017 | 0.007 | 0.007 | 0.026 | 0.067 | 0.052 | 0.004 | 0.004 | 0.031 | 0.011 | 0.003 | 0.003 | 0.000 | 0.000 | 0.005 | 0.003 | 0.000 | 0.000 | 0.004 | 0.003 | 0.000 | 0.006 | 0.002 | 0.004 | 0.002 | 0.000 | 0.002 | 0.000 | 0.000 | 0.002 | 0.010 | 0.002 | 0.002 | 0.001 | 0.002 | 0.005 | 0.061 | 0.003 | 0.000 | 0.000 | 0.003 | 0.003 | 0.009 | 0.005 | 0.000 | 0.003 | 0.003 | 1.000 | 0.001 | 0.003 |
| AutonomÃa_Rioja (La) | 0.185 | 0.047 | 0.031 | 0.007 | 0.007 | 0.013 | 0.052 | 0.058 | 0.007 | 0.005 | 0.026 | 0.054 | 0.012 | 0.046 | 0.004 | 0.000 | 0.058 | 0.015 | 0.000 | 0.000 | 0.035 | 0.007 | 0.008 | 0.070 | 0.007 | 0.012 | 0.003 | 0.003 | 0.001 | 0.001 | 0.001 | 0.003 | 0.012 | 0.013 | 0.005 | 0.017 | 0.020 | 0.001 | 1.000 | 0.037 | 0.008 | 0.004 | 0.036 | 0.032 | 0.101 | 0.052 | 0.004 | 0.032 | 0.038 | 0.001 | 1.000 | 0.031 |
| Madrid | 0.272 | 0.260 | 0.022 | 0.093 | 0.095 | 0.189 | 0.315 | 0.373 | 0.089 | 0.037 | 0.244 | 0.282 | 0.008 | 0.053 | 0.008 | 0.000 | 0.421 | 0.084 | 0.000 | 0.000 | 0.253 | 0.008 | 0.022 | 1.000 | 0.088 | 0.082 | 0.034 | 0.001 | 0.004 | 0.014 | 0.008 | 0.031 | 0.035 | 0.025 | 0.013 | 0.183 | 0.103 | 0.012 | 0.810 | 0.082 | 0.017 | 0.009 | 0.079 | 0.070 | 0.221 | 0.115 | 0.008 | 0.070 | 0.814 | 0.003 | 0.031 | 1.000 |
| PipeId | No_Inspections | No_Incidents | InspectionYear | Probability_rate | preventive_maintenance_rate | Age_pipe_at_inspection | pipe_inspected_frequently | Average_MonthsLastRev | MonthsLastRev | relative_risk | average_severity_pipe | Incidence | YearBuilt | Diameter | Length | Pressure | NumConnections | NumConnectionsUnder | BoolBridle | aspect | Relative_Thickness | pipe_area | area_connection | incidence_area | connection_bool | Severity_high | Severity_medium | Severity_low | gas_natural | Material_Acrylonitrile-Butadiene-Styrene | Material_Copper | Material_Fiberglass-Reinforced Plastic | Material_Polyethylene | Material_Polypropylene | Diameter2 | Length2 | Pressure2 | Province | Town | TownCount | AutonomÃa_AndalucÃa | AutonomÃa_Aragón | AutonomÃa_Balears (Illes) | AutonomÃa_Castilla y León | AutonomÃa_Castilla-La Mancha | AutonomÃa_Cataluña | AutonomÃa_Comunidad Valenciana | AutonomÃa_Extremadura | AutonomÃa_Galicia | AutonomÃa_Madrid (Comunidad de) | AutonomÃa_Navarra (Comunidad Foral de) | AutonomÃa_Rioja (La) | Madrid | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 489616 | 5 | 0.00 | 2013.00 | 0.00 | 0.00 | 1.00 | 1 | 21.40 | 16.00 | 0.00 | 4.00 | 0.00 | 2012 | 0.06 | 7.79 | 0.40 | 0 | 0 | 0 | 0.81 | 0.16 | 1.54 | 0.00 | 0.00 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0.00 | 60.72 | 0.16 | ciudad real | torralba de calatrava | 2093 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 1 | 489616 | 5 | 0.00 | 2015.00 | 0.00 | 0.00 | 3.00 | 1 | 21.40 | 22.00 | 0.00 | 4.00 | 0.00 | 2012 | 0.06 | 7.79 | 0.40 | 0 | 0 | 0 | 0.81 | 0.16 | 1.54 | 0.00 | 0.00 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0.00 | 60.72 | 0.16 | ciudad real | torralba de calatrava | 2093 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 2 | 489616 | 5 | 0.00 | 2016.00 | 0.00 | 0.00 | 4.00 | 1 | 21.40 | 22.00 | 0.00 | 4.00 | 0.00 | 2012 | 0.06 | 7.79 | 0.40 | 0 | 0 | 0 | 0.81 | 0.16 | 1.54 | 0.00 | 0.00 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0.00 | 60.72 | 0.16 | ciudad real | torralba de calatrava | 2093 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 3 | 489616 | 5 | 0.00 | 2018.00 | 0.00 | 0.00 | 6.00 | 1 | 21.40 | 23.00 | 0.00 | 4.00 | 0.00 | 2012 | 0.06 | 7.79 | 0.40 | 0 | 0 | 0 | 0.81 | 0.16 | 1.54 | 0.00 | 0.00 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0.00 | 60.72 | 0.16 | ciudad real | torralba de calatrava | 2093 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 4 | 489616 | 5 | 0.00 | 2020.00 | 0.00 | 0.00 | 8.00 | 1 | 21.40 | 24.00 | 0.00 | 4.00 | 0.00 | 2012 | 0.06 | 7.79 | 0.40 | 0 | 0 | 0 | 0.81 | 0.16 | 1.54 | 0.00 | 0.00 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0.00 | 60.72 | 0.16 | ciudad real | torralba de calatrava | 2093 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 5 | 489645 | 5 | 0.00 | 2013.00 | 0.00 | 0.00 | 1.00 | 1 | 21.40 | 16.00 | 0.00 | 4.00 | 0.00 | 2012 | 0.09 | 2.08 | 0.40 | 0 | 0 | 0 | 2.14 | 0.22 | 0.59 | 0.00 | 0.00 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0.01 | 4.33 | 0.16 | ciudad real | torralba de calatrava | 2093 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 6 | 489645 | 5 | 0.00 | 2015.00 | 0.00 | 0.00 | 3.00 | 1 | 21.40 | 22.00 | 0.00 | 4.00 | 0.00 | 2012 | 0.09 | 2.08 | 0.40 | 0 | 0 | 0 | 2.14 | 0.22 | 0.59 | 0.00 | 0.00 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0.01 | 4.33 | 0.16 | ciudad real | torralba de calatrava | 2093 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 7 | 489645 | 5 | 0.00 | 2016.00 | 0.00 | 0.00 | 4.00 | 1 | 21.40 | 22.00 | 0.00 | 4.00 | 0.00 | 2012 | 0.09 | 2.08 | 0.40 | 0 | 0 | 0 | 2.14 | 0.22 | 0.59 | 0.00 | 0.00 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0.01 | 4.33 | 0.16 | ciudad real | torralba de calatrava | 2093 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 8 | 489645 | 5 | 0.00 | 2018.00 | 0.00 | 0.00 | 6.00 | 1 | 21.40 | 23.00 | 0.00 | 4.00 | 0.00 | 2012 | 0.09 | 2.08 | 0.40 | 0 | 0 | 0 | 2.14 | 0.22 | 0.59 | 0.00 | 0.00 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0.01 | 4.33 | 0.16 | ciudad real | torralba de calatrava | 2093 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 9 | 489645 | 5 | 0.00 | 2020.00 | 0.00 | 0.00 | 8.00 | 1 | 21.40 | 24.00 | 0.00 | 4.00 | 0.00 | 2012 | 0.09 | 2.08 | 0.40 | 0 | 0 | 0 | 2.14 | 0.22 | 0.59 | 0.00 | 0.00 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0.01 | 4.33 | 0.16 | ciudad real | torralba de calatrava | 2093 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| PipeId | No_Inspections | No_Incidents | InspectionYear | Probability_rate | preventive_maintenance_rate | Age_pipe_at_inspection | pipe_inspected_frequently | Average_MonthsLastRev | MonthsLastRev | relative_risk | average_severity_pipe | Incidence | YearBuilt | Diameter | Length | Pressure | NumConnections | NumConnectionsUnder | BoolBridle | aspect | Relative_Thickness | pipe_area | area_connection | incidence_area | connection_bool | Severity_high | Severity_medium | Severity_low | gas_natural | Material_Acrylonitrile-Butadiene-Styrene | Material_Copper | Material_Fiberglass-Reinforced Plastic | Material_Polyethylene | Material_Polypropylene | Diameter2 | Length2 | Pressure2 | Province | Town | TownCount | AutonomÃa_AndalucÃa | AutonomÃa_Aragón | AutonomÃa_Balears (Illes) | AutonomÃa_Castilla y León | AutonomÃa_Castilla-La Mancha | AutonomÃa_Cataluña | AutonomÃa_Comunidad Valenciana | AutonomÃa_Extremadura | AutonomÃa_Galicia | AutonomÃa_Madrid (Comunidad de) | AutonomÃa_Navarra (Comunidad Foral de) | AutonomÃa_Rioja (La) | Madrid | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 5527744 | 415704708 | 1 | 0.00 | 2012.00 | 0.00 | 0.00 | 1.00 | 1 | 18.00 | 18.00 | 0.00 | 4.00 | 0.00 | 2011 | 0.15 | 0.75 | 49.50 | 0 | 0 | 0 | 433.07 | 0.00 | 0.36 | 0.00 | 0.00 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0.02 | 0.56 | 2450.25 | alicante | finestrat | 578 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 |
| 5527745 | 416535944 | 1 | 0.00 | 2013.00 | 0.00 | 0.00 | 2.00 | 1 | 0.00 | 0.00 | 0.00 | 4.00 | 0.00 | 2011 | 0.10 | 1.00 | 45.00 | 0 | 0 | 0 | 442.91 | 0.00 | 0.32 | 0.00 | 0.00 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0.01 | 1.00 | 2025.00 | la rioja | banos de rio tobia | 852 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| 5527746 | 416535988 | 1 | 0.00 | 2013.00 | 0.00 | 0.00 | 2.00 | 1 | 0.00 | 0.00 | 0.00 | 4.00 | 0.00 | 2011 | 0.10 | 0.54 | 45.00 | 0 | 0 | 0 | 818.69 | 0.00 | 0.17 | 0.00 | 0.00 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0.01 | 0.29 | 2025.00 | la rioja | banos de rio tobia | 852 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| 5527747 | 416536032 | 1 | 0.00 | 2013.00 | 0.00 | 0.00 | 2.00 | 1 | 0.00 | 0.00 | 0.00 | 4.00 | 0.00 | 2011 | 0.10 | 0.75 | 45.00 | 0 | 0 | 0 | 590.55 | 0.00 | 0.24 | 0.00 | 0.00 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0.01 | 0.56 | 2025.00 | la rioja | banos de rio tobia | 852 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| 5527748 | 416536057 | 1 | 0.00 | 2013.00 | 0.00 | 0.00 | 2.00 | 1 | 0.00 | 0.00 | 0.00 | 4.00 | 0.00 | 2011 | 0.10 | 0.52 | 45.00 | 0 | 0 | 0 | 858.36 | 0.00 | 0.16 | 0.00 | 0.00 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0.01 | 0.27 | 2025.00 | la rioja | banos de rio tobia | 852 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| 5527749 | 416536087 | 1 | 0.00 | 2013.00 | 0.00 | 0.00 | 2.00 | 1 | 0.00 | 0.00 | 0.00 | 4.00 | 0.00 | 2011 | 0.05 | 0.45 | 45.00 | 0 | 0 | 0 | 1951.16 | 0.00 | 0.07 | 0.00 | 0.00 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0.00 | 0.21 | 2025.00 | la rioja | banos de rio tobia | 852 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| 5527750 | 416536416 | 1 | 0.00 | 2013.00 | 0.00 | 0.00 | 2.00 | 1 | 0.00 | 0.00 | 0.00 | 4.00 | 0.00 | 2011 | 0.10 | 0.48 | 45.00 | 0 | 0 | 0 | 926.60 | 0.00 | 0.15 | 0.00 | 0.00 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0.01 | 0.23 | 2025.00 | la rioja | banos de rio tobia | 852 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| 5527751 | 416536438 | 1 | 0.00 | 2013.00 | 0.00 | 0.00 | 2.00 | 1 | 0.00 | 0.00 | 0.00 | 4.00 | 0.00 | 2011 | 0.10 | 0.48 | 45.00 | 0 | 0 | 0 | 913.22 | 0.00 | 0.15 | 0.00 | 0.00 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0.01 | 0.24 | 2025.00 | la rioja | banos de rio tobia | 852 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| 5527752 | 416536460 | 1 | 0.00 | 2013.00 | 0.00 | 0.00 | 2.00 | 1 | 0.00 | 0.00 | 0.00 | 4.00 | 0.00 | 2011 | 0.05 | 0.21 | 45.00 | 0 | 0 | 0 | 4218.22 | 0.00 | 0.03 | 0.00 | 0.00 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0.00 | 0.04 | 2025.00 | la rioja | banos de rio tobia | 852 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| 5527753 | 416536482 | 1 | 0.00 | 2013.00 | 0.00 | 0.00 | 2.00 | 1 | 0.00 | 0.00 | 0.00 | 4.00 | 0.00 | 2011 | 0.05 | 0.80 | 45.00 | 0 | 0 | 0 | 1114.25 | 0.00 | 0.13 | 0.00 | 0.00 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0.00 | 0.63 | 2025.00 | la rioja | banos de rio tobia | 852 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |